id sid tid token lemma pos www-sonatype-com-3567 1 1 The the DT www-sonatype-com-3567 1 2 6th 6th JJ www-sonatype-com-3567 1 3 Annual Annual NNP www-sonatype-com-3567 1 4 Report Report NNP www-sonatype-com-3567 1 5 on on IN www-sonatype-com-3567 1 6 Global Global NNP www-sonatype-com-3567 1 7 Open Open NNP www-sonatype-com-3567 1 8 Source source NN www-sonatype-com-3567 1 9 Software Software NNP www-sonatype-com-3567 1 10 Development Development NNP www-sonatype-com-3567 1 11 Stateof Stateof NNP www-sonatype-com-3567 1 12 the the DT www-sonatype-com-3567 1 13 2020 2020 CD www-sonatype-com-3567 1 14 Software Software NNP www-sonatype-com-3567 1 15 Supply Supply NNP www-sonatype-com-3567 1 16 Chain Chain NNP www-sonatype-com-3567 1 17 IN in IN www-sonatype-com-3567 1 18 PARTNERSHIP PARTNERSHIP NNP www-sonatype-com-3567 1 19 WITHPRESENTED withpresente VBD www-sonatype-com-3567 1 20 BY by IN www-sonatype-com-3567 1 21 Contents content NNS www-sonatype-com-3567 1 22 Introduction introduction NN www-sonatype-com-3567 1 23 ............................................................ ............................................................ . www-sonatype-com-3567 1 24 4 4 CD www-sonatype-com-3567 1 25 C c NN www-sonatype-com-3567 1 26 H h NN www-sonatype-com-3567 1 27 A a NN www-sonatype-com-3567 1 28 P p NN www-sonatype-com-3567 1 29 T t NN www-sonatype-com-3567 1 30 E e NN www-sonatype-com-3567 1 31 R r NN www-sonatype-com-3567 1 32 1 1 CD www-sonatype-com-3567 1 33 Open open JJ www-sonatype-com-3567 1 34 Season season NN www-sonatype-com-3567 1 35 on on IN www-sonatype-com-3567 1 36 Open Open NNP www-sonatype-com-3567 1 37 Source source NN www-sonatype-com-3567 1 38 ..................... ..................... NFP www-sonatype-com-3567 1 39 5 5 CD www-sonatype-com-3567 1 40 Software Software NNP www-sonatype-com-3567 1 41 Supply supply NN www-sonatype-com-3567 1 42 Chain chain NN www-sonatype-com-3567 1 43 Attacks Attacks NNPS www-sonatype-com-3567 1 44 : : : www-sonatype-com-3567 1 45 Past past NN www-sonatype-com-3567 1 46 and and CC www-sonatype-com-3567 1 47 Future future NN www-sonatype-com-3567 1 48 .............................................................. .............................................................. NFP www-sonatype-com-3567 1 49 6 6 CD www-sonatype-com-3567 1 50 Rise rise NN www-sonatype-com-3567 1 51 of of IN www-sonatype-com-3567 1 52 Next next JJ www-sonatype-com-3567 1 53 - - HYPH www-sonatype-com-3567 1 54 Gen Gen NNP www-sonatype-com-3567 1 55 Software Software NNP www-sonatype-com-3567 1 56 Supply Supply NNP www-sonatype-com-3567 1 57 Chain Chain NNP www-sonatype-com-3567 1 58 Attacks attack NNS www-sonatype-com-3567 1 59 ( ( -LRB- www-sonatype-com-3567 1 60 2015 2015 CD www-sonatype-com-3567 1 61 - - SYM www-sonatype-com-3567 1 62 2020 2020 CD www-sonatype-com-3567 1 63 ) ) -RRB- www-sonatype-com-3567 1 64 ......................................... ......................................... NFP www-sonatype-com-3567 1 65 7 7 CD www-sonatype-com-3567 1 66 Speed speed NN www-sonatype-com-3567 1 67 Remains remain VBZ www-sonatype-com-3567 1 68 Critical critical JJ www-sonatype-com-3567 1 69 When when WRB www-sonatype-com-3567 1 70 Responding respond VBG www-sonatype-com-3567 1 71 to to IN www-sonatype-com-3567 1 72 Legacy Legacy NNP www-sonatype-com-3567 1 73 Software Software NNP www-sonatype-com-3567 1 74 Supply Supply NNP www-sonatype-com-3567 1 75 Chain Chain NNP www-sonatype-com-3567 1 76 Attacks attack NNS www-sonatype-com-3567 1 77 ................................................. ................................................. NFP www-sonatype-com-3567 1 78 10 10 CD www-sonatype-com-3567 1 79 C c NN www-sonatype-com-3567 1 80 H h NN www-sonatype-com-3567 1 81 A a NN www-sonatype-com-3567 1 82 P p NN www-sonatype-com-3567 1 83 T t NN www-sonatype-com-3567 1 84 E e NN www-sonatype-com-3567 1 85 R r NN www-sonatype-com-3567 1 86 2 2 CD www-sonatype-com-3567 1 87 Open open JJ www-sonatype-com-3567 1 88 Source source NN www-sonatype-com-3567 1 89 : : : www-sonatype-com-3567 1 90 Supply supply NN www-sonatype-com-3567 1 91 and and CC www-sonatype-com-3567 1 92 Demand demand NN www-sonatype-com-3567 1 93 ........... ........... NFP www-sonatype-com-3567 1 94 12 12 CD www-sonatype-com-3567 1 95 JavaScript JavaScript NNP www-sonatype-com-3567 1 96 ........................................................................ ........................................................................ CD www-sonatype-com-3567 1 97 13 13 CD www-sonatype-com-3567 1 98 Java Java NNP www-sonatype-com-3567 1 99 ................................................................................... ................................................................................... NFP www-sonatype-com-3567 1 100 14 14 CD www-sonatype-com-3567 1 101 .NET .NET NNP www-sonatype-com-3567 1 102 ................................................................................... ................................................................................... NFP www-sonatype-com-3567 1 103 14 14 CD www-sonatype-com-3567 1 104 DockerHub dockerhub NN www-sonatype-com-3567 1 105 .................................................................... .................................................................... NFP www-sonatype-com-3567 1 106 14 14 CD www-sonatype-com-3567 1 107 C c NN www-sonatype-com-3567 1 108 H h NN www-sonatype-com-3567 1 109 A a NN www-sonatype-com-3567 1 110 P p NN www-sonatype-com-3567 1 111 T t NN www-sonatype-com-3567 1 112 E e NN www-sonatype-com-3567 1 113 R r NN www-sonatype-com-3567 1 114 3 3 CD www-sonatype-com-3567 1 115 Identifying identify VBG www-sonatype-com-3567 1 116 Exemplary Exemplary NNP www-sonatype-com-3567 1 117 Open Open NNP www-sonatype-com-3567 1 118 Source Source NNP www-sonatype-com-3567 1 119 Suppliers Suppliers NNPS www-sonatype-com-3567 1 120 ................................... ................................... NFP www-sonatype-com-3567 1 121 15 15 CD www-sonatype-com-3567 1 122 Researching research VBG www-sonatype-com-3567 1 123 the the DT www-sonatype-com-3567 1 124 Best good JJS www-sonatype-com-3567 1 125 Performing Performing NNP www-sonatype-com-3567 1 126 OSS oss NN www-sonatype-com-3567 1 127 Projects Projects NNPS www-sonatype-com-3567 1 128 ........................................... ........................................... NFP www-sonatype-com-3567 1 129 16 16 CD www-sonatype-com-3567 1 130 Finding find VBG www-sonatype-com-3567 1 131 Different different JJ www-sonatype-com-3567 1 132 Behavioral Behavioral NNP www-sonatype-com-3567 1 133 Groups Groups NNPS www-sonatype-com-3567 1 134 .................... .................... NFP www-sonatype-com-3567 1 135 16 16 CD www-sonatype-com-3567 1 136 Exemplars exemplar NNS www-sonatype-com-3567 1 137 ........................................................................ ........................................................................ CD www-sonatype-com-3567 1 138 16 16 CD www-sonatype-com-3567 1 139 Laggards Laggards NNPS www-sonatype-com-3567 1 140 .......................................................................... .......................................................................... NFP www-sonatype-com-3567 1 141 17 17 CD www-sonatype-com-3567 1 142 Cautious cautious JJ www-sonatype-com-3567 1 143 Teams Teams NNPS www-sonatype-com-3567 1 144 ............................................................. ............................................................. NFP www-sonatype-com-3567 1 145 17 17 CD www-sonatype-com-3567 1 146 Projects project NNS www-sonatype-com-3567 1 147 with with IN www-sonatype-com-3567 1 148 Updated updated JJ www-sonatype-com-3567 1 149 Dependencies dependency NNS www-sonatype-com-3567 1 150 Are be VBP www-sonatype-com-3567 1 151 More more RBR www-sonatype-com-3567 1 152 Secure secure JJ www-sonatype-com-3567 1 153 ........................... ........................... NFP www-sonatype-com-3567 1 154 18 18 CD www-sonatype-com-3567 1 155 Guidance guidance NN www-sonatype-com-3567 1 156 for for IN www-sonatype-com-3567 1 157 Open Open NNP www-sonatype-com-3567 1 158 Source Source NNP www-sonatype-com-3567 1 159 Project Project NNP www-sonatype-com-3567 1 160 Owners Owners NNPS www-sonatype-com-3567 1 161 and and CC www-sonatype-com-3567 1 162 Contributors Contributors NNPS www-sonatype-com-3567 1 163 .......................... .......................... NFP www-sonatype-com-3567 1 164 19 19 CD www-sonatype-com-3567 1 165 Guidance guidance NN www-sonatype-com-3567 1 166 for for IN www-sonatype-com-3567 1 167 Enterprise Enterprise NNP www-sonatype-com-3567 1 168 Development Development NNP www-sonatype-com-3567 1 169 Teams Teams NNPS www-sonatype-com-3567 1 170 ................................................... ................................................... . www-sonatype-com-3567 1 171 19 19 CD www-sonatype-com-3567 1 172 C c NN www-sonatype-com-3567 1 173 H h NN www-sonatype-com-3567 1 174 A a NN www-sonatype-com-3567 1 175 P p NN www-sonatype-com-3567 1 176 T t NN www-sonatype-com-3567 1 177 E e NN www-sonatype-com-3567 1 178 R r NN www-sonatype-com-3567 1 179 4 4 CD www-sonatype-com-3567 1 180 How how WRB www-sonatype-com-3567 1 181 High high JJ www-sonatype-com-3567 1 182 Performance performance NN www-sonatype-com-3567 1 183 Teams team NNS www-sonatype-com-3567 1 184 Manage manage VBP www-sonatype-com-3567 1 185 Open open JJ www-sonatype-com-3567 1 186 Source source NN www-sonatype-com-3567 1 187 Software Software NNP www-sonatype-com-3567 1 188 Supply Supply NNP www-sonatype-com-3567 1 189 Chains chain NNS www-sonatype-com-3567 1 190 ............................... ............................... NFP www-sonatype-com-3567 1 191 20 20 CD www-sonatype-com-3567 1 192 Survey survey NN www-sonatype-com-3567 1 193 of of IN www-sonatype-com-3567 1 194 Open Open NNP www-sonatype-com-3567 1 195 Source Source NNP www-sonatype-com-3567 1 196 Management Management NNP www-sonatype-com-3567 1 197 Practices Practices NNPS www-sonatype-com-3567 1 198 .............................................. .............................................. NFP www-sonatype-com-3567 1 199 21 21 CD www-sonatype-com-3567 1 200 Comparing compare VBG www-sonatype-com-3567 1 201 High High NNP www-sonatype-com-3567 1 202 Performers Performers NNPS www-sonatype-com-3567 1 203 vs. vs. IN www-sonatype-com-3567 1 204 Low Low NNP www-sonatype-com-3567 1 205 Performers Performers NNPS www-sonatype-com-3567 1 206 ...................................................... ...................................................... NFP www-sonatype-com-3567 1 207 23 23 CD www-sonatype-com-3567 1 208 Comparing compare VBG www-sonatype-com-3567 1 209 High High NNP www-sonatype-com-3567 1 210 Performers Performers NNPS www-sonatype-com-3567 1 211 vs. vs. IN www-sonatype-com-3567 1 212 Security Security NNP www-sonatype-com-3567 1 213 First First NNP www-sonatype-com-3567 1 214 .......................................................... .......................................................... NFP www-sonatype-com-3567 1 215 23 23 CD www-sonatype-com-3567 1 216 Variables variable NNS www-sonatype-com-3567 1 217 Most Most JJS www-sonatype-com-3567 1 218 Impacting Impacting NNP www-sonatype-com-3567 1 219 Performance Performance NNP www-sonatype-com-3567 1 220 and and CC www-sonatype-com-3567 1 221 Risk Risk NNP www-sonatype-com-3567 1 222 Management Management NNP www-sonatype-com-3567 1 223 ................... ................... NFP www-sonatype-com-3567 1 224 24 24 CD www-sonatype-com-3567 1 225 Influencing Influencing NNP www-sonatype-com-3567 1 226 Risk Risk NNP www-sonatype-com-3567 1 227 Management Management NNP www-sonatype-com-3567 1 228 Outcomes Outcomes NNP www-sonatype-com-3567 1 229 ........... ........... NFP www-sonatype-com-3567 1 230 24 24 CD www-sonatype-com-3567 1 231 Influencing Influencing NNP www-sonatype-com-3567 1 232 Productivity Productivity NNP www-sonatype-com-3567 1 233 Outcomes Outcomes NNP www-sonatype-com-3567 1 234 ....................... ....................... NFP www-sonatype-com-3567 1 235 26 26 CD www-sonatype-com-3567 1 236 Influencing Influencing NNP www-sonatype-com-3567 1 237 Job Job NNP www-sonatype-com-3567 1 238 Satisfaction satisfaction NN www-sonatype-com-3567 1 239 ..................................... ..................................... . www-sonatype-com-3567 1 240 27 27 CD www-sonatype-com-3567 1 241 Guidance guidance NN www-sonatype-com-3567 1 242 for for IN www-sonatype-com-3567 1 243 Enterprise Enterprise NNP www-sonatype-com-3567 1 244 Development Development NNP www-sonatype-com-3567 1 245 Teams Teams NNPS www-sonatype-com-3567 1 246 .................................................. .................................................. NFP www-sonatype-com-3567 1 247 27 27 CD www-sonatype-com-3567 1 248 Patterns Patterns NNPS www-sonatype-com-3567 1 249 Across across IN www-sonatype-com-3567 1 250 OSS OSS NNP www-sonatype-com-3567 1 251 Component component NN www-sonatype-com-3567 1 252 Updates Updates NNPS www-sonatype-com-3567 1 253 : : : www-sonatype-com-3567 1 254 Easy easy JJ www-sonatype-com-3567 1 255 , , , www-sonatype-com-3567 1 256 Difficult difficult JJ www-sonatype-com-3567 1 257 , , , www-sonatype-com-3567 1 258 and and CC www-sonatype-com-3567 1 259 Planned plan VBN www-sonatype-com-3567 1 260 .................. .................. NFP www-sonatype-com-3567 1 261 28 28 CD www-sonatype-com-3567 1 262 C c NN www-sonatype-com-3567 1 263 H h NN www-sonatype-com-3567 1 264 A a NN www-sonatype-com-3567 1 265 P p NN www-sonatype-com-3567 1 266 T t NN www-sonatype-com-3567 1 267 E e NN www-sonatype-com-3567 1 268 R r NN www-sonatype-com-3567 1 269 5 5 CD www-sonatype-com-3567 1 270 The the DT www-sonatype-com-3567 1 271 Trust Trust NNP www-sonatype-com-3567 1 272 and and CC www-sonatype-com-3567 1 273 Integrity Integrity NNP www-sonatype-com-3567 1 274 of of IN www-sonatype-com-3567 1 275 Software Software NNP www-sonatype-com-3567 1 276 Supply Supply NNP www-sonatype-com-3567 1 277 Chains Chains NNPS www-sonatype-com-3567 1 278 ................................. ................................. NFP www-sonatype-com-3567 1 279 31 31 CD www-sonatype-com-3567 1 280 1 1 CD www-sonatype-com-3567 1 281 in in IN www-sonatype-com-3567 1 282 10 10 CD www-sonatype-com-3567 1 283 OSS oss NN www-sonatype-com-3567 1 284 Downloads download NNS www-sonatype-com-3567 1 285 Are be VBP www-sonatype-com-3567 1 286 Vulnerable vulnerable JJ www-sonatype-com-3567 1 287 .............. .............. NFP www-sonatype-com-3567 1 288 32 32 CD www-sonatype-com-3567 1 289 Enterprises enterprise NNS www-sonatype-com-3567 1 290 Rely rely VBP www-sonatype-com-3567 1 291 on on IN www-sonatype-com-3567 1 292 Code Code NNP www-sonatype-com-3567 1 293 From from IN www-sonatype-com-3567 1 294 3,500 3,500 CD www-sonatype-com-3567 1 295 Suppliers Suppliers NNPS www-sonatype-com-3567 1 296 , , , www-sonatype-com-3567 1 297 But but CC www-sonatype-com-3567 1 298 Quality Quality NNP www-sonatype-com-3567 1 299 Varies Varies NNPS www-sonatype-com-3567 1 300 ...................... ...................... NFP www-sonatype-com-3567 1 301 33 33 CD www-sonatype-com-3567 1 302 OSS oss NN www-sonatype-com-3567 1 303 Components component NNS www-sonatype-com-3567 1 304 Make make VBP www-sonatype-com-3567 1 305 Up up RP www-sonatype-com-3567 1 306 90 90 CD www-sonatype-com-3567 1 307 % % NN www-sonatype-com-3567 1 308 of of IN www-sonatype-com-3567 1 309 a a DT www-sonatype-com-3567 1 310 Modern Modern NNP www-sonatype-com-3567 1 311 Application Application NNP www-sonatype-com-3567 1 312 ................................. ................................. NFP www-sonatype-com-3567 1 313 33 33 CD www-sonatype-com-3567 1 314 21 21 CD www-sonatype-com-3567 1 315 % % NN www-sonatype-com-3567 1 316 of of IN www-sonatype-com-3567 1 317 Enterprises Enterprises NNP www-sonatype-com-3567 1 318 Experienced experience VBD www-sonatype-com-3567 1 319 Open Open NNP www-sonatype-com-3567 1 320 Source source NN www-sonatype-com-3567 1 321 Breaches breach NNS www-sonatype-com-3567 1 322 ............................................ ............................................ NFP www-sonatype-com-3567 1 323 34 34 CD www-sonatype-com-3567 1 324 C c NN www-sonatype-com-3567 1 325 H h NN www-sonatype-com-3567 1 326 A a NN www-sonatype-com-3567 1 327 P p NN www-sonatype-com-3567 1 328 T t NN www-sonatype-com-3567 1 329 E e NN www-sonatype-com-3567 1 330 R r NN www-sonatype-com-3567 1 331 6 6 CD www-sonatype-com-3567 1 332 The the DT www-sonatype-com-3567 1 333 Changing change VBG www-sonatype-com-3567 1 334 OSS oss NN www-sonatype-com-3567 1 335 Landscape Landscape NNP www-sonatype-com-3567 1 336 : : : www-sonatype-com-3567 1 337 Social Social NNP www-sonatype-com-3567 1 338 Activism Activism NNP www-sonatype-com-3567 1 339 and and CC www-sonatype-com-3567 1 340 Government Government NNP www-sonatype-com-3567 1 341 Standards Standards NNPS www-sonatype-com-3567 1 342 .................................. .................................. NFP www-sonatype-com-3567 1 343 35 35 CD www-sonatype-com-3567 1 344 Social Social NNP www-sonatype-com-3567 1 345 Activism Activism NNP www-sonatype-com-3567 1 346 and and CC www-sonatype-com-3567 1 347 Open Open NNP www-sonatype-com-3567 1 348 Source source NN www-sonatype-com-3567 1 349 Software software NN www-sonatype-com-3567 1 350 ...... ...... NFP www-sonatype-com-3567 1 351 36 36 CD www-sonatype-com-3567 1 352 Governments government NNS www-sonatype-com-3567 1 353 Apply apply VBP www-sonatype-com-3567 1 354 New New NNP www-sonatype-com-3567 1 355 Standards Standards NNPS www-sonatype-com-3567 1 356 to to TO www-sonatype-com-3567 1 357 Secure Secure NNP www-sonatype-com-3567 1 358 Software Software NNP www-sonatype-com-3567 1 359 Supply Supply NNP www-sonatype-com-3567 1 360 Chains Chains NNPS www-sonatype-com-3567 1 361 ....................... ....................... NFP www-sonatype-com-3567 1 362 36 36 CD www-sonatype-com-3567 1 363 United United NNP www-sonatype-com-3567 1 364 States States NNP www-sonatype-com-3567 1 365 ................................................................. ................................................................. . www-sonatype-com-3567 1 366 36 36 CD www-sonatype-com-3567 1 367 United United NNP www-sonatype-com-3567 1 368 Kingdom Kingdom NNP www-sonatype-com-3567 1 369 ........................................................... ........................................................... NFP www-sonatype-com-3567 1 370 38 38 CD www-sonatype-com-3567 1 371 Australia Australia NNP www-sonatype-com-3567 1 372 .......................................................................... .......................................................................... NFP www-sonatype-com-3567 1 373 39 39 CD www-sonatype-com-3567 1 374 Summary Summary NNP www-sonatype-com-3567 1 375 .............................................................. .............................................................. NFP www-sonatype-com-3567 1 376 40 40 CD www-sonatype-com-3567 1 377 Sources source NNS www-sonatype-com-3567 1 378 ................................................................... ................................................................... NFP www-sonatype-com-3567 1 379 41 41 CD www-sonatype-com-3567 1 380 Appendix Appendix NNP www-sonatype-com-3567 1 381 A A NNP www-sonatype-com-3567 1 382 .......................................................... .......................................................... NN www-sonatype-com-3567 1 383 42 42 CD www-sonatype-com-3567 1 384 Appendix Appendix NNP www-sonatype-com-3567 1 385 B B NNP www-sonatype-com-3567 1 386 .......................................................... .......................................................... . www-sonatype-com-3567 1 387 43 43 CD www-sonatype-com-3567 1 388 22020 22020 CD www-sonatype-com-3567 1 389 STATE STATE NNP www-sonatype-com-3567 1 390 OF of IN www-sonatype-com-3567 1 391 THE the DT www-sonatype-com-3567 1 392 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 1 393 SUPPLY supply NN www-sonatype-com-3567 1 394 CHAIN chain NN www-sonatype-com-3567 1 395 REPORT report NN www-sonatype-com-3567 1 396 Exemplary exemplary JJ www-sonatype-com-3567 1 397 projects project NNS www-sonatype-com-3567 1 398 are be VBP www-sonatype-com-3567 1 399 530x 530x NNS www-sonatype-com-3567 1 400 faster fast RBR www-sonatype-com-3567 1 401 at at IN www-sonatype-com-3567 1 402 updating update VBG www-sonatype-com-3567 1 403 dependencies dependency NNS www-sonatype-com-3567 1 404 Exemplary exemplary JJ www-sonatype-com-3567 1 405 projects project NNS www-sonatype-com-3567 1 406 have have VBP www-sonatype-com-3567 1 407 1.5x 1.5x CD www-sonatype-com-3567 1 408 more more JJR www-sonatype-com-3567 1 409 frequent frequent JJ www-sonatype-com-3567 1 410 releases release NNS www-sonatype-com-3567 1 411 NIST NIST NNP www-sonatype-com-3567 1 412 introduces introduce VBZ www-sonatype-com-3567 1 413 new new JJ www-sonatype-com-3567 1 414 standards standard NNS www-sonatype-com-3567 1 415 that that WDT www-sonatype-com-3567 1 416 call call VBP www-sonatype-com-3567 1 417 for for IN www-sonatype-com-3567 1 418 SBOMs SBOMs NNPS www-sonatype-com-3567 1 419 and and CC www-sonatype-com-3567 1 420 OSS oss NN www-sonatype-com-3567 1 421 security security NN www-sonatype-com-3567 1 422 checks check NNS www-sonatype-com-3567 1 423 Nearly nearly RB www-sonatype-com-3567 1 424 40 40 CD www-sonatype-com-3567 1 425 % % NN www-sonatype-com-3567 1 426 of of IN www-sonatype-com-3567 1 427 all all DT www-sonatype-com-3567 1 428 npm npm NN www-sonatype-com-3567 1 429 packages package NNS www-sonatype-com-3567 1 430 rely rely VBP www-sonatype-com-3567 1 431 on on IN www-sonatype-com-3567 1 432 code code NN www-sonatype-com-3567 1 433 with with IN www-sonatype-com-3567 1 434 known know VBN www-sonatype-com-3567 1 435 vulnerabilities vulnerability NNS www-sonatype-com-3567 1 436 On on IN www-sonatype-com-3567 1 437 average average JJ www-sonatype-com-3567 1 438 , , , www-sonatype-com-3567 1 439 there there EX www-sonatype-com-3567 1 440 are be VBP www-sonatype-com-3567 1 441 38 38 CD www-sonatype-com-3567 1 442 known known JJ www-sonatype-com-3567 1 443 OSS oss NN www-sonatype-com-3567 1 444 vulnerabilities vulnerability NNS www-sonatype-com-3567 1 445 per per IN www-sonatype-com-3567 1 446 application application NN www-sonatype-com-3567 1 447 430 430 CD www-sonatype-com-3567 1 448 % % NN www-sonatype-com-3567 1 449 YOY YOY NNP www-sonatype-com-3567 1 450 growth growth NN www-sonatype-com-3567 1 451 in in IN www-sonatype-com-3567 1 452 cyber cyber JJ www-sonatype-com-3567 1 453 attacks attack NNS www-sonatype-com-3567 1 454 targeting target VBG www-sonatype-com-3567 1 455 open open JJ www-sonatype-com-3567 1 456 source source NN www-sonatype-com-3567 1 457 software software NN www-sonatype-com-3567 1 458 projects project VBZ www-sonatype-com-3567 1 459 11 11 CD www-sonatype-com-3567 1 460 % % NN www-sonatype-com-3567 1 461 of of IN www-sonatype-com-3567 1 462 components component NNS www-sonatype-com-3567 1 463 used use VBN www-sonatype-com-3567 1 464 in in IN www-sonatype-com-3567 1 465 applications application NNS www-sonatype-com-3567 1 466 are be VBP www-sonatype-com-3567 1 467 known know VBN www-sonatype-com-3567 1 468 vulnerable vulnerable JJ www-sonatype-com-3567 1 469 High High NNP www-sonatype-com-3567 1 470 Performers Performers NNPS www-sonatype-com-3567 1 471 detect detect VBP www-sonatype-com-3567 1 472 and and CC www-sonatype-com-3567 1 473 remediate remediate VB www-sonatype-com-3567 1 474 OSS oss NN www-sonatype-com-3567 1 475 vulnerabilities vulnerability NNS www-sonatype-com-3567 1 476 26x 26x NNS www-sonatype-com-3567 1 477 faster fast JJR www-sonatype-com-3567 1 478 High High NNP www-sonatype-com-3567 1 479 Performers performer NNS www-sonatype-com-3567 1 480 are be VBP www-sonatype-com-3567 1 481 28 28 CD www-sonatype-com-3567 1 482 % % NN www-sonatype-com-3567 1 483 more more RBR www-sonatype-com-3567 1 484 likely likely JJ www-sonatype-com-3567 1 485 to to TO www-sonatype-com-3567 1 486 enforce enforce VB www-sonatype-com-3567 1 487 OSS oss NN www-sonatype-com-3567 1 488 governance governance NN www-sonatype-com-3567 1 489 in in IN www-sonatype-com-3567 1 490 Continuous Continuous NNP www-sonatype-com-3567 1 491 Integration Integration NNP www-sonatype-com-3567 1 492 ( ( -LRB- www-sonatype-com-3567 1 493 CI CI NNP www-sonatype-com-3567 1 494 ) ) -RRB- www-sonatype-com-3567 1 495 High High NNP www-sonatype-com-3567 1 496 Performers performer NNS www-sonatype-com-3567 1 497 are be VBP www-sonatype-com-3567 1 498 59 59 CD www-sonatype-com-3567 1 499 % % NN www-sonatype-com-3567 1 500 more more RBR www-sonatype-com-3567 1 501 likely likely JJ www-sonatype-com-3567 1 502 to to TO www-sonatype-com-3567 1 503 be be VB www-sonatype-com-3567 1 504 using use VBG www-sonatype-com-3567 1 505 software software NN www-sonatype-com-3567 1 506 composition composition NN www-sonatype-com-3567 1 507 analysis analysis NN www-sonatype-com-3567 1 508 ( ( -LRB- www-sonatype-com-3567 1 509 SCA SCA NNP www-sonatype-com-3567 1 510 ) ) -RRB- www-sonatype-com-3567 1 511 tools tool VBZ www-sonatype-com-3567 1 512 High high JJ www-sonatype-com-3567 1 513 Performers performer NNS www-sonatype-com-3567 1 514 are be VBP www-sonatype-com-3567 1 515 51 51 CD www-sonatype-com-3567 1 516 % % NN www-sonatype-com-3567 1 517 more more RBR www-sonatype-com-3567 1 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requests request NNS www-sonatype-com-3567 1 542 expected expect VBN www-sonatype-com-3567 1 543 in in IN www-sonatype-com-3567 1 544 2020 2020 CD www-sonatype-com-3567 1 545 373,000 373,000 CD www-sonatype-com-3567 1 546 average average JJ www-sonatype-com-3567 1 547 enterprise enterprise NN www-sonatype-com-3567 1 548 downloads download NNS www-sonatype-com-3567 1 549 of of IN www-sonatype-com-3567 1 550 OSS oss NN www-sonatype-com-3567 1 551 components component NNS www-sonatype-com-3567 1 552 per per IN www-sonatype-com-3567 1 553 year year NN www-sonatype-com-3567 1 554 pg pg NN www-sonatype-com-3567 1 555 . . . www-sonatype-com-3567 2 1 6 6 CD www-sonatype-com-3567 2 2 pg pg NN www-sonatype-com-3567 2 3 . . . www-sonatype-com-3567 3 1 23 23 CD www-sonatype-com-3567 3 2 pg pg NN www-sonatype-com-3567 3 3 . . . www-sonatype-com-3567 4 1 23 23 CD www-sonatype-com-3567 4 2 pg pg NN www-sonatype-com-3567 4 3 . . . www-sonatype-com-3567 5 1 38 38 CD www-sonatype-com-3567 5 2 pg pg NN www-sonatype-com-3567 5 3 . . . www-sonatype-com-3567 6 1 34 34 CD www-sonatype-com-3567 6 2 pg pg NN www-sonatype-com-3567 6 3 . . . www-sonatype-com-3567 7 1 34 34 CD www-sonatype-com-3567 7 2 pg pg NN www-sonatype-com-3567 7 3 . . . www-sonatype-com-3567 8 1 6 6 CD www-sonatype-com-3567 8 2 pg pg NN www-sonatype-com-3567 8 3 . . . www-sonatype-com-3567 9 1 16 16 CD www-sonatype-com-3567 9 2 pg pg NN www-sonatype-com-3567 9 3 . . . www-sonatype-com-3567 10 1 16 16 CD www-sonatype-com-3567 10 2 pg pg NN www-sonatype-com-3567 10 3 . . . www-sonatype-com-3567 11 1 32 32 CD www-sonatype-com-3567 11 2 pg pg NN www-sonatype-com-3567 11 3 . . . www-sonatype-com-3567 12 1 23 23 CD www-sonatype-com-3567 12 2 pg pg NN www-sonatype-com-3567 12 3 . . . www-sonatype-com-3567 13 1 23 23 CD www-sonatype-com-3567 13 2 pg pg NN www-sonatype-com-3567 13 3 . . . www-sonatype-com-3567 14 1 33 33 CD www-sonatype-com-3567 14 2 pg pg NN www-sonatype-com-3567 14 3 . . . www-sonatype-com-3567 15 1 32 32 CD www-sonatype-com-3567 15 2 pg pg NN www-sonatype-com-3567 15 3 . . . www-sonatype-com-3567 16 1 10 10 CD www-sonatype-com-3567 16 2 47 47 CD www-sonatype-com-3567 16 3 % % NN www-sonatype-com-3567 16 4 of of IN www-sonatype-com-3567 16 5 survey survey NN www-sonatype-com-3567 16 6 participants participant NNS www-sonatype-com-3567 16 7 became become VBD www-sonatype-com-3567 16 8 aware aware JJ www-sonatype-com-3567 16 9 of of IN www-sonatype-com-3567 16 10 new new JJ www-sonatype-com-3567 16 11 vulnerabilities vulnerability NNS www-sonatype-com-3567 16 12 after after IN www-sonatype-com-3567 16 13 a a DT www-sonatype-com-3567 16 14 week week NN www-sonatype-com-3567 16 15 ’s ’s NN www-sonatype-com-3567 16 16 time time NN www-sonatype-com-3567 16 17 Introduction Introduction NNP www-sonatype-com-3567 16 18 Digital Digital NNP www-sonatype-com-3567 16 19 innovation innovation NN www-sonatype-com-3567 16 20 is be VBZ www-sonatype-com-3567 16 21 the the DT www-sonatype-com-3567 16 22 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www-sonatype-com-3567 22 33 performing perform VBG www-sonatype-com-3567 22 34 enterprise enterprise NN www-sonatype-com-3567 22 35 software software NN www-sonatype-com-3567 22 36 development development NN www-sonatype-com-3567 22 37 teams team NNS www-sonatype-com-3567 22 38 successfully successfully RB www-sonatype-com-3567 22 39 balance balance VBP www-sonatype-com-3567 22 40 their -PRON- PRP$ www-sonatype-com-3567 22 41 performance performance NN www-sonatype-com-3567 22 42 and and CC www-sonatype-com-3567 22 43 risk risk NN www-sonatype-com-3567 22 44 management management NN www-sonatype-com-3567 22 45 practices practice NNS www-sonatype-com-3567 22 46 while while IN www-sonatype-com-3567 22 47 assembling assemble VBG www-sonatype-com-3567 22 48 applications application NNS www-sonatype-com-3567 22 49 with with IN www-sonatype-com-3567 22 50 open open JJ www-sonatype-com-3567 22 51 source source NN www-sonatype-com-3567 22 52 components component NNS www-sonatype-com-3567 22 53 . . . www-sonatype-com-3567 23 1 The the DT www-sonatype-com-3567 23 2 2020 2020 CD www-sonatype-com-3567 23 3 State State NNP www-sonatype-com-3567 23 4 of of IN www-sonatype-com-3567 23 5 the the DT www-sonatype-com-3567 23 6 Software Software NNP www-sonatype-com-3567 23 7 Supply Supply NNP www-sonatype-com-3567 23 8 Chain Chain NNP www-sonatype-com-3567 23 9 Report Report NNP www-sonatype-com-3567 23 10 blends blend VBZ www-sonatype-com-3567 23 11 a a DT www-sonatype-com-3567 23 12 broad broad JJ www-sonatype-com-3567 23 13 set set NN www-sonatype-com-3567 23 14 of of IN www-sonatype-com-3567 23 15 public public JJ www-sonatype-com-3567 23 16 and and CC www-sonatype-com-3567 23 17 proprietary proprietary JJ www-sonatype-com-3567 23 18 data datum NNS www-sonatype-com-3567 23 19 , , , www-sonatype-com-3567 23 20 along along IN www-sonatype-com-3567 23 21 with with IN www-sonatype-com-3567 23 22 survey survey NN www-sonatype-com-3567 23 23 results result NNS www-sonatype-com-3567 23 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www-sonatype-com-3567 23 116 OSS OSS NNP www-sonatype-com-3567 23 117 components component NNS www-sonatype-com-3567 23 118 used use VBN www-sonatype-com-3567 23 119 in in IN www-sonatype-com-3567 23 120 applications application NNS www-sonatype-com-3567 23 121 have have VBP www-sonatype-com-3567 23 122 known know VBN www-sonatype-com-3567 23 123 vulnerabilities vulnerability NNS www-sonatype-com-3567 23 124 ( ( -LRB- www-sonatype-com-3567 23 125 Chapter chapter NN www-sonatype-com-3567 23 126 5 5 CD www-sonatype-com-3567 23 127 ) ) -RRB- www-sonatype-com-3567 23 128 Once once RB www-sonatype-com-3567 23 129 again again RB www-sonatype-com-3567 23 130 , , , www-sonatype-com-3567 23 131 the the DT www-sonatype-com-3567 23 132 report report NN www-sonatype-com-3567 23 133 summarizes summarize VBZ www-sonatype-com-3567 23 134 the the DT www-sonatype-com-3567 23 135 latest late JJS www-sonatype-com-3567 23 136 government government NN www-sonatype-com-3567 23 137 and and CC www-sonatype-com-3567 23 138 industry industry NN www-sonatype-com-3567 23 139 initiatives initiative NNS www-sonatype-com-3567 23 140 designed design VBN www-sonatype-com-3567 23 141 to to TO www-sonatype-com-3567 23 142 protect protect VB www-sonatype-com-3567 23 143 software software NN www-sonatype-com-3567 23 144 supply supply NN www-sonatype-com-3567 23 145 chains chain NNS www-sonatype-com-3567 23 146 and and CC www-sonatype-com-3567 23 147 strengthen strengthen VB www-sonatype-com-3567 23 148 the the DT www-sonatype-com-3567 23 149 foundations foundation NNS www-sonatype-com-3567 23 150 of of IN www-sonatype-com-3567 23 151 open open JJ www-sonatype-com-3567 23 152 source source NN www-sonatype-com-3567 23 153 . . . www-sonatype-com-3567 24 1 Together together RB www-sonatype-com-3567 24 2 with with IN www-sonatype-com-3567 24 3 our -PRON- PRP$ www-sonatype-com-3567 24 4 partners partner NNS www-sonatype-com-3567 24 5 , , , www-sonatype-com-3567 24 6 we -PRON- PRP www-sonatype-com-3567 24 7 are be VBP www-sonatype-com-3567 24 8 proud proud JJ www-sonatype-com-3567 24 9 to to TO www-sonatype-com-3567 24 10 share share VB www-sonatype-com-3567 24 11 this this DT www-sonatype-com-3567 24 12 research research NN www-sonatype-com-3567 24 13 . . . www-sonatype-com-3567 25 1 We -PRON- PRP www-sonatype-com-3567 25 2 hope hope VBP www-sonatype-com-3567 25 3 that that IN www-sonatype-com-3567 25 4 you -PRON- PRP www-sonatype-com-3567 25 5 find find VBP www-sonatype-com-3567 25 6 it -PRON- PRP www-sonatype-com-3567 25 7 valuable valuable JJ www-sonatype-com-3567 25 8 . . . www-sonatype-com-3567 26 1 42020 42020 CD www-sonatype-com-3567 26 2 STATE STATE NNP www-sonatype-com-3567 26 3 OF of IN www-sonatype-com-3567 26 4 THE the DT www-sonatype-com-3567 26 5 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 26 6 SUPPLY supply NN www-sonatype-com-3567 26 7 CHAIN CHAIN NNP www-sonatype-com-3567 26 8 REPORT REPORT NNP www-sonatype-com-3567 26 9 CHAPTER chapter NN www-sonatype-com-3567 26 10 1 1 CD www-sonatype-com-3567 26 11 Open open JJ www-sonatype-com-3567 26 12 Season season NN www-sonatype-com-3567 26 13 on on IN www-sonatype-com-3567 26 14 Open open JJ www-sonatype-com-3567 26 15 Source source NN www-sonatype-com-3567 26 16 In in IN www-sonatype-com-3567 26 17 2020 2020 CD www-sonatype-com-3567 26 18 , , , www-sonatype-com-3567 26 19 developers developer NNS www-sonatype-com-3567 26 20 around around IN www-sonatype-com-3567 26 21 the the DT www-sonatype-com-3567 26 22 world world NN www-sonatype-com-3567 26 23 will will MD www-sonatype-com-3567 26 24 request request VB www-sonatype-com-3567 26 25 more more JJR www-sonatype-com-3567 26 26 than than IN www-sonatype-com-3567 26 27 1.5 1.5 CD www-sonatype-com-3567 26 28 trillion trillion CD www-sonatype-com-3567 26 29 open open JJ www-sonatype-com-3567 26 30 source source NN www-sonatype-com-3567 26 31 software software NN www-sonatype-com-3567 26 32 compo- compo- NN www-sonatype-com-3567 26 33 nents nent NNS www-sonatype-com-3567 26 34 and and CC www-sonatype-com-3567 26 35 containers container NNS www-sonatype-com-3567 26 36 for for IN www-sonatype-com-3567 26 37 one one CD www-sonatype-com-3567 26 38 reason reason NN www-sonatype-com-3567 26 39 : : : www-sonatype-com-3567 26 40 it -PRON- PRP www-sonatype-com-3567 26 41 accelerates accelerate VBZ www-sonatype-com-3567 26 42 the the DT www-sonatype-com-3567 26 43 pace pace NN www-sonatype-com-3567 26 44 of of IN www-sonatype-com-3567 26 45 innovation innovation NN www-sonatype-com-3567 26 46 . . . www-sonatype-com-3567 27 1 In in IN www-sonatype-com-3567 27 2 the the DT www-sonatype-com-3567 27 3 past past JJ www-sonatype-com-3567 27 4 12 12 CD www-sonatype-com-3567 27 5 months month NNS www-sonatype-com-3567 27 6 , , , www-sonatype-com-3567 27 7 the the DT www-sonatype-com-3567 27 8 number number NN www-sonatype-com-3567 27 9 of of IN www-sonatype-com-3567 27 10 next next JJ www-sonatype-com-3567 27 11 gener- gener- JJ www-sonatype-com-3567 27 12 ation ation NN www-sonatype-com-3567 27 13 cyber cyber NN www-sonatype-com-3567 27 14 attacks attack NNS www-sonatype-com-3567 27 15 aimed aim VBN www-sonatype-com-3567 27 16 at at IN www-sonatype-com-3567 27 17 actively actively RB www-sonatype-com-3567 27 18 infiltrating infiltrate VBG www-sonatype-com-3567 27 19 open open JJ www-sonatype-com-3567 27 20 source source NN www-sonatype-com-3567 27 21 increased increase VBD www-sonatype-com-3567 27 22 430 430 CD www-sonatype-com-3567 27 23 % % NN www-sonatype-com-3567 27 24 . . . www-sonatype-com-3567 28 1 The the DT www-sonatype-com-3567 28 2 attacks attack NNS www-sonatype-com-3567 28 3 are be VBP www-sonatype-com-3567 28 4 a a DT www-sonatype-com-3567 28 5 uniquely uniquely RB www-sonatype-com-3567 28 6 efficient efficient JJ www-sonatype-com-3567 28 7 way way NN www-sonatype-com-3567 28 8 for for IN www-sonatype-com-3567 28 9 adversaries adversary NNS www-sonatype-com-3567 28 10 to to TO www-sonatype-com-3567 28 11 gain gain VB www-sonatype-com-3567 28 12 leverage leverage NN www-sonatype-com-3567 28 13 and and CC www-sonatype-com-3567 28 14 scale scale NN www-sonatype-com-3567 28 15 by by IN www-sonatype-com-3567 28 16 exploiting exploit VBG www-sonatype-com-3567 28 17 software software NN www-sonatype-com-3567 28 18 supply supply NN www-sonatype-com-3567 28 19 chains chain NNS www-sonatype-com-3567 28 20 . . . www-sonatype-com-3567 29 1 Simply simply RB www-sonatype-com-3567 29 2 stated state VBN www-sonatype-com-3567 29 3 , , , www-sonatype-com-3567 29 4 members member NNS www-sonatype-com-3567 29 5 of of IN www-sonatype-com-3567 29 6 the the DT www-sonatype-com-3567 29 7 world world NN www-sonatype-com-3567 29 8 ’s ’s POS www-sonatype-com-3567 29 9 open open JJ www-sonatype-com-3567 29 10 source source NN www-sonatype-com-3567 29 11 community community NN www-sonatype-com-3567 29 12 are be VBP www-sonatype-com-3567 29 13 facing face VBG www-sonatype-com-3567 29 14 a a DT www-sonatype-com-3567 29 15 novel novel NN www-sonatype-com-3567 29 16 and and CC www-sonatype-com-3567 29 17 rapidly rapidly RB www-sonatype-com-3567 29 18 expand- expand- JJ www-sonatype-com-3567 29 19 ing ing NN www-sonatype-com-3567 29 20 threat threat NN www-sonatype-com-3567 29 21 that that WDT www-sonatype-com-3567 29 22 has have VBZ www-sonatype-com-3567 29 23 nothing nothing NN www-sonatype-com-3567 29 24 to to TO www-sonatype-com-3567 29 25 do do VB www-sonatype-com-3567 29 26 with with IN www-sonatype-com-3567 29 27 passive passive JJ www-sonatype-com-3567 29 28 adversaries adversary NNS www-sonatype-com-3567 29 29 exploiting exploit VBG www-sonatype-com-3567 29 30 known know VBN www-sonatype-com-3567 29 31 vulnerabilities vulnerability NNS www-sonatype-com-3567 29 32 in in IN www-sonatype-com-3567 29 33 the the DT www-sonatype-com-3567 29 34 wild wild NN www-sonatype-com-3567 29 35 — — : www-sonatype-com-3567 29 36 and and CC www-sonatype-com-3567 29 37 everything everything NN www-sonatype-com-3567 29 38 to to TO www-sonatype-com-3567 29 39 do do VB www-sonatype-com-3567 29 40 with with IN www-sonatype-com-3567 29 41 aggressive aggressive JJ www-sonatype-com-3567 29 42 attackers attacker NNS www-sonatype-com-3567 29 43 implanting implant VBG www-sonatype-com-3567 29 44 malware malware NN www-sonatype-com-3567 29 45 directly directly RB www-sonatype-com-3567 29 46 into into IN www-sonatype-com-3567 29 47 open open JJ www-sonatype-com-3567 29 48 source source NN www-sonatype-com-3567 29 49 projects project NNS www-sonatype-com-3567 29 50 . . . www-sonatype-com-3567 30 1 To to IN www-sonatype-com-3567 30 2 that that DT www-sonatype-com-3567 30 3 end end NN www-sonatype-com-3567 30 4 , , , www-sonatype-com-3567 30 5 it -PRON- PRP www-sonatype-com-3567 30 6 is be VBZ www-sonatype-com-3567 30 7 important important JJ www-sonatype-com-3567 30 8 to to TO www-sonatype-com-3567 30 9 distinguish distinguish VB www-sonatype-com-3567 30 10 between between IN www-sonatype-com-3567 30 11 legacy legacy NN www-sonatype-com-3567 30 12 supply supply NN www-sonatype-com-3567 30 13 chain chain NN www-sonatype-com-3567 30 14 exploits exploit NNS www-sonatype-com-3567 30 15 , , , www-sonatype-com-3567 30 16 and and CC www-sonatype-com-3567 30 17 next next JJ www-sonatype-com-3567 30 18 - - HYPH www-sonatype-com-3567 30 19 generation generation NN www-sonatype-com-3567 30 20 supply supply NN www-sonatype-com-3567 30 21 chain chain NN www-sonatype-com-3567 30 22 attacks attack NNS www-sonatype-com-3567 30 23 . . . www-sonatype-com-3567 31 1 Software software NN www-sonatype-com-3567 31 2 Supply supply NN www-sonatype-com-3567 31 3 Chain chain NN www-sonatype-com-3567 31 4 Attacks Attacks NNPS www-sonatype-com-3567 31 5 : : : www-sonatype-com-3567 31 6 Past past NN www-sonatype-com-3567 31 7 and and CC www-sonatype-com-3567 31 8 Future Future NNP www-sonatype-com-3567 31 9 Legacy Legacy NNP www-sonatype-com-3567 31 10 software software NN www-sonatype-com-3567 31 11 supply supply NN www-sonatype-com-3567 31 12 chain chain NN www-sonatype-com-3567 31 13 “ " `` www-sonatype-com-3567 31 14 exploits exploit NNS www-sonatype-com-3567 31 15 , , , www-sonatype-com-3567 31 16 ” " '' www-sonatype-com-3567 31 17 such such JJ www-sonatype-com-3567 31 18 as as IN www-sonatype-com-3567 31 19 the the DT www-sonatype-com-3567 31 20 now now RB www-sonatype-com-3567 31 21 famous famous JJ www-sonatype-com-3567 31 22 Struts Struts NNP www-sonatype-com-3567 31 23 incident incident NN www-sonatype-com-3567 31 24 at at IN www-sonatype-com-3567 31 25 Equifax Equifax NNP www-sonatype-com-3567 31 26 , , , www-sonatype-com-3567 31 27 prey prey VB www-sonatype-com-3567 31 28 on on IN www-sonatype-com-3567 31 29 publicly publicly RB www-sonatype-com-3567 31 30 disclosed disclose VBN www-sonatype-com-3567 31 31 open open JJ www-sonatype-com-3567 31 32 source source NN www-sonatype-com-3567 31 33 vulnerabilities vulnerability NNS www-sonatype-com-3567 31 34 that that WDT www-sonatype-com-3567 31 35 are be VBP www-sonatype-com-3567 31 36 left leave VBN www-sonatype-com-3567 31 37 unpatched unpatched JJ www-sonatype-com-3567 31 38 in in IN www-sonatype-com-3567 31 39 the the DT www-sonatype-com-3567 31 40 wild wild NN www-sonatype-com-3567 31 41 . . . www-sonatype-com-3567 32 1 Conversely conversely RB www-sonatype-com-3567 32 2 , , , www-sonatype-com-3567 32 3 next next JJ www-sonatype-com-3567 32 4 generation generation NN www-sonatype-com-3567 32 5 software software NN www-sonatype-com-3567 32 6 supply supply NN www-sonatype-com-3567 32 7 chain chain NN www-sonatype-com-3567 32 8 “ " `` www-sonatype-com-3567 32 9 attacks attack NNS www-sonatype-com-3567 32 10 ” " '' www-sonatype-com-3567 32 11 are be VBP www-sonatype-com-3567 32 12 far far RB www-sonatype-com-3567 32 13 more more RBR www-sonatype-com-3567 32 14 sinister sinister JJ www-sonatype-com-3567 32 15 because because IN www-sonatype-com-3567 32 16 bad bad JJ www-sonatype-com-3567 32 17 actors actor NNS www-sonatype-com-3567 32 18 are be VBP www-sonatype-com-3567 32 19 no no RB www-sonatype-com-3567 32 20 longer long RBR www-sonatype-com-3567 32 21 waiting wait VBG www-sonatype-com-3567 32 22 for for IN www-sonatype-com-3567 32 23 public public JJ www-sonatype-com-3567 32 24 vulnerability vulnerability NN www-sonatype-com-3567 32 25 disclosures disclosure NNS www-sonatype-com-3567 32 26 . . . www-sonatype-com-3567 33 1 Instead instead RB www-sonatype-com-3567 33 2 , , , www-sonatype-com-3567 33 3 they -PRON- PRP www-sonatype-com-3567 33 4 are be VBP www-sonatype-com-3567 33 5 taking take VBG www-sonatype-com-3567 33 6 the the DT www-sonatype-com-3567 33 7 initiative initiative NN www-sonatype-com-3567 33 8 and and CC www-sonatype-com-3567 33 9 actively actively RB www-sonatype-com-3567 33 10 injecting inject VBG www-sonatype-com-3567 33 11 malicious malicious JJ www-sonatype-com-3567 33 12 code code NN www-sonatype-com-3567 33 13 into into IN www-sonatype-com-3567 33 14 open open JJ www-sonatype-com-3567 33 15 source source NN www-sonatype-com-3567 33 16 projects project NNS www-sonatype-com-3567 33 17 that that WDT www-sonatype-com-3567 33 18 feed feed VBP www-sonatype-com-3567 33 19 the the DT www-sonatype-com-3567 33 20 global global JJ www-sonatype-com-3567 33 21 supply supply NN www-sonatype-com-3567 33 22 chain chain NN www-sonatype-com-3567 33 23 . . . www-sonatype-com-3567 34 1 By by IN www-sonatype-com-3567 34 2 shifting shift VBG www-sonatype-com-3567 34 3 their -PRON- PRP$ www-sonatype-com-3567 34 4 focus focus NN www-sonatype-com-3567 34 5 “ " `` www-sonatype-com-3567 34 6 upstream upstream NNP www-sonatype-com-3567 34 7 , , , www-sonatype-com-3567 34 8 ” " '' www-sonatype-com-3567 34 9 bad bad JJ www-sonatype-com-3567 34 10 actors actor NNS www-sonatype-com-3567 34 11 can can MD www-sonatype-com-3567 34 12 infect infect VB www-sonatype-com-3567 34 13 a a DT www-sonatype-com-3567 34 14 single single JJ www-sonatype-com-3567 34 15 component component NN www-sonatype-com-3567 34 16 , , , www-sonatype-com-3567 34 17 which which WDT www-sonatype-com-3567 34 18 will will MD www-sonatype-com-3567 34 19 then then RB www-sonatype-com-3567 34 20 be be VB www-sonatype-com-3567 34 21 distributed distribute VBN www-sonatype-com-3567 34 22 “ " `` www-sonatype-com-3567 34 23 down- down- JJ www-sonatype-com-3567 34 24 stream stream NN www-sonatype-com-3567 34 25 ” " '' www-sonatype-com-3567 34 26 using use VBG www-sonatype-com-3567 34 27 legitimate legitimate JJ www-sonatype-com-3567 34 28 software software NN www-sonatype-com-3567 34 29 workflows workflow NNS www-sonatype-com-3567 34 30 and and CC www-sonatype-com-3567 34 31 update update NN www-sonatype-com-3567 34 32 mechanisms mechanism NNS www-sonatype-com-3567 34 33 . . . www-sonatype-com-3567 35 1 Two two CD www-sonatype-com-3567 35 2 high high JJ www-sonatype-com-3567 35 3 profile profile NN www-sonatype-com-3567 35 4 examples example NNS www-sonatype-com-3567 35 5 of of IN www-sonatype-com-3567 35 6 these these DT www-sonatype-com-3567 35 7 modern modern JJ www-sonatype-com-3567 35 8 upstream upstream JJ www-sonatype-com-3567 35 9 attacks attack NNS www-sonatype-com-3567 35 10 are be VBP www-sonatype-com-3567 35 11 event event NN www-sonatype-com-3567 35 12 - - : www-sonatype-com-3567 35 13 stream,1 stream,1 NN www-sonatype-com-3567 35 14 which which WDT www-sonatype-com-3567 35 15 targeted target VBD www-sonatype-com-3567 35 16 the the DT www-sonatype-com-3567 35 17 Copay Copay NNP www-sonatype-com-3567 35 18 cryptocurrency cryptocurrency NN www-sonatype-com-3567 35 19 wallet wallet NN www-sonatype-com-3567 35 20 in in IN www-sonatype-com-3567 35 21 November November NNP www-sonatype-com-3567 35 22 2018 2018 CD www-sonatype-com-3567 35 23 , , , www-sonatype-com-3567 35 24 and and CC www-sonatype-com-3567 35 25 the the DT www-sonatype-com-3567 35 26 recent recent JJ www-sonatype-com-3567 35 27 Octopus Octopus NNP www-sonatype-com-3567 35 28 Scanner Scanner NNP www-sonatype-com-3567 35 29 Malware Malware NNP www-sonatype-com-3567 35 30 targeting target VBG www-sonatype-com-3567 35 31 the the DT www-sonatype-com-3567 35 32 NetBeans NetBeans NNP www-sonatype-com-3567 35 33 open open JJ www-sonatype-com-3567 35 34 source source NN www-sonatype-com-3567 35 35 IDE IDE NNP www-sonatype-com-3567 35 36 in in IN www-sonatype-com-3567 35 37 May May NNP www-sonatype-com-3567 35 38 2020.2 2020.2 CD www-sonatype-com-3567 35 39 According accord VBG www-sonatype-com-3567 35 40 to to IN www-sonatype-com-3567 35 41 security security NN www-sonatype-com-3567 35 42 researchers researcher NNS www-sonatype-com-3567 35 43 at at IN www-sonatype-com-3567 35 44 the the DT www-sonatype-com-3567 35 45 University University NNP www-sonatype-com-3567 35 46 of of IN www-sonatype-com-3567 35 47 Bonn Bonn NNP www-sonatype-com-3567 35 48 , , , www-sonatype-com-3567 35 49 SAP SAP NNP www-sonatype-com-3567 35 50 Labs Labs NNP www-sonatype-com-3567 35 51 France France NNP www-sonatype-com-3567 35 52 , , , www-sonatype-com-3567 35 53 and and CC www-sonatype-com-3567 35 54 Fraunhofer Fraunhofer NNP www-sonatype-com-3567 35 55 FKIE FKIE NNP www-sonatype-com-3567 35 56 , , , www-sonatype-com-3567 35 57 “ " `` www-sonatype-com-3567 35 58 From from IN www-sonatype-com-3567 35 59 an an DT www-sonatype-com-3567 35 60 attacker attacker NN www-sonatype-com-3567 35 61 ’s ’s POS www-sonatype-com-3567 35 62 point point NN www-sonatype-com-3567 35 63 of of IN www-sonatype-com-3567 35 64 view view NN www-sonatype-com-3567 35 65 , , , www-sonatype-com-3567 35 66 [ [ -LRB- www-sonatype-com-3567 35 67 large large JJ www-sonatype-com-3567 35 68 scale scale NN www-sonatype-com-3567 35 69 , , , www-sonatype-com-3567 35 70 public public JJ www-sonatype-com-3567 35 71 inter- inter- XX www-sonatype-com-3567 35 72 net net NN www-sonatype-com-3567 35 73 - - HYPH www-sonatype-com-3567 35 74 based base VBN www-sonatype-com-3567 35 75 ] ] -RRB- www-sonatype-com-3567 35 76 package package NN www-sonatype-com-3567 35 77 repositories repository NNS www-sonatype-com-3567 35 78 represent represent VBP www-sonatype-com-3567 35 79 a a DT www-sonatype-com-3567 35 80 reliable reliable JJ www-sonatype-com-3567 35 81 and and CC www-sonatype-com-3567 35 82 scalable scalable JJ www-sonatype-com-3567 35 83 malware malware JJ www-sonatype-com-3567 35 84 distribution distribution NN www-sonatype-com-3567 35 85 channel channel NN www-sonatype-com-3567 35 86 . . . www-sonatype-com-3567 36 1 Thus thus RB www-sonatype-com-3567 36 2 far far RB www-sonatype-com-3567 36 3 , , , www-sonatype-com-3567 36 4 Node.js Node.js NNP www-sonatype-com-3567 36 5 ( ( -LRB- www-sonatype-com-3567 36 6 npm npm NNP www-sonatype-com-3567 36 7 ) ) -RRB- www-sonatype-com-3567 36 8 and and CC www-sonatype-com-3567 36 9 Python Python NNP www-sonatype-com-3567 36 10 ( ( -LRB- www-sonatype-com-3567 36 11 PyPI PyPI NNP www-sonatype-com-3567 36 12 ) ) -RRB- www-sonatype-com-3567 36 13 repositories repository NNS www-sonatype-com-3567 36 14 have have VBP www-sonatype-com-3567 36 15 been be VBN www-sonatype-com-3567 36 16 the the DT www-sonatype-com-3567 36 17 primary primary JJ www-sonatype-com-3567 36 18 targets target NNS www-sonatype-com-3567 36 19 of of IN www-sonatype-com-3567 36 20 malicious malicious JJ www-sonatype-com-3567 36 21 packages package NNS www-sonatype-com-3567 36 22 , , , www-sonatype-com-3567 36 23 supposedly supposedly RB www-sonatype-com-3567 36 24 due due IN www-sonatype-com-3567 36 25 to to IN www-sonatype-com-3567 36 26 the the DT www-sonatype-com-3567 36 27 fact fact NN www-sonatype-com-3567 36 28 that that IN www-sonatype-com-3567 36 29 malicious malicious JJ www-sonatype-com-3567 36 30 code code NN www-sonatype-com-3567 36 31 can can MD www-sonatype-com-3567 36 32 be be VB www-sonatype-com-3567 36 33 easily easily RB www-sonatype-com-3567 36 34 triggered trigger VBN www-sonatype-com-3567 36 35 during during IN www-sonatype-com-3567 36 36 package package NN www-sonatype-com-3567 36 37 installation installation NN www-sonatype-com-3567 36 38 . . . www-sonatype-com-3567 36 39 ”3 ”3 NNP www-sonatype-com-3567 36 40 Next next JJ www-sonatype-com-3567 36 41 - - HYPH www-sonatype-com-3567 36 42 generation generation NN www-sonatype-com-3567 36 43 software software NN www-sonatype-com-3567 36 44 supply supply NN www-sonatype-com-3567 36 45 chain chain NN www-sonatype-com-3567 36 46 attacks attack NNS www-sonatype-com-3567 36 47 are be VBP www-sonatype-com-3567 36 48 possible possible JJ www-sonatype-com-3567 36 49 for for IN www-sonatype-com-3567 36 50 three three CD www-sonatype-com-3567 36 51 reasons reason NNS www-sonatype-com-3567 36 52 : : : www-sonatype-com-3567 36 53 1 1 LS www-sonatype-com-3567 36 54 . . . www-sonatype-com-3567 37 1 Open open JJ www-sonatype-com-3567 37 2 source source NN www-sonatype-com-3567 37 3 projects project NNS www-sonatype-com-3567 37 4 rely rely VBP www-sonatype-com-3567 37 5 on on IN www-sonatype-com-3567 37 6 contributions contribution NNS www-sonatype-com-3567 37 7 from from IN www-sonatype-com-3567 37 8 thousands thousand NNS www-sonatype-com-3567 37 9 of of IN www-sonatype-com-3567 37 10 volunteer volunteer NN www-sonatype-com-3567 37 11 developers developer NNS www-sonatype-com-3567 37 12 , , , www-sonatype-com-3567 37 13 and and CC www-sonatype-com-3567 37 14 discriminating discriminate VBG www-sonatype-com-3567 37 15 between between IN www-sonatype-com-3567 37 16 community community NN www-sonatype-com-3567 37 17 members member NNS www-sonatype-com-3567 37 18 with with IN www-sonatype-com-3567 37 19 good good JJ www-sonatype-com-3567 37 20 or or CC www-sonatype-com-3567 37 21 malicious malicious JJ www-sonatype-com-3567 37 22 intent intent NN www-sonatype-com-3567 37 23 is be VBZ www-sonatype-com-3567 37 24 difficult difficult JJ www-sonatype-com-3567 37 25 , , , www-sonatype-com-3567 37 26 if if IN www-sonatype-com-3567 37 27 not not RB www-sonatype-com-3567 37 28 impossible impossible JJ www-sonatype-com-3567 37 29 . . . www-sonatype-com-3567 38 1 2 2 LS www-sonatype-com-3567 38 2 . . . www-sonatype-com-3567 39 1 Open open JJ www-sonatype-com-3567 39 2 source source NN www-sonatype-com-3567 39 3 projects project VBZ www-sonatype-com-3567 39 4 themselves -PRON- PRP www-sonatype-com-3567 39 5 typically typically RB www-sonatype-com-3567 39 6 incorporate incorporate VBP www-sonatype-com-3567 39 7 hundreds hundred NNS www-sonatype-com-3567 39 8 — — : www-sonatype-com-3567 39 9 if if IN www-sonatype-com-3567 39 10 not not RB www-sonatype-com-3567 39 11 thousands thousand NNS www-sonatype-com-3567 39 12 — — : www-sonatype-com-3567 39 13 of of IN www-sonatype-com-3567 39 14 dependencies dependency NNS www-sonatype-com-3567 39 15 from from IN www-sonatype-com-3567 39 16 other other JJ www-sonatype-com-3567 39 17 open open JJ www-sonatype-com-3567 39 18 source source NN www-sonatype-com-3567 39 19 projects project NNS www-sonatype-com-3567 39 20 , , , www-sonatype-com-3567 39 21 which which WDT www-sonatype-com-3567 39 22 may may MD www-sonatype-com-3567 39 23 contain contain VB www-sonatype-com-3567 39 24 known known JJ www-sonatype-com-3567 39 25 vulnerabilities vulnerability NNS www-sonatype-com-3567 39 26 . . . www-sonatype-com-3567 40 1 While while IN www-sonatype-com-3567 40 2 some some DT www-sonatype-com-3567 40 3 open open JJ www-sonatype-com-3567 40 4 source source NN www-sonatype-com-3567 40 5 projects project NNS www-sonatype-com-3567 40 6 demonstrate demonstrate VBP www-sonatype-com-3567 40 7 exemplary exemplary JJ www-sonatype-com-3567 40 8 hygiene hygiene NN www-sonatype-com-3567 40 9 as as IN www-sonatype-com-3567 40 10 measured measure VBN www-sonatype-com-3567 40 11 by by IN www-sonatype-com-3567 40 12 mean mean JJ www-sonatype-com-3567 40 13 time time NN www-sonatype-com-3567 40 14 to to TO www-sonatype-com-3567 40 15 remediate remediate VB www-sonatype-com-3567 40 16 ( ( -LRB- www-sonatype-com-3567 40 17 MTTR MTTR NNP www-sonatype-com-3567 40 18 ) ) -RRB- www-sonatype-com-3567 40 19 and and CC www-sonatype-com-3567 40 20 mean mean VB www-sonatype-com-3567 40 21 time time NN www-sonatype-com-3567 40 22 to to TO www-sonatype-com-3567 40 23 update update VB www-sonatype-com-3567 40 24 ( ( -LRB- www-sonatype-com-3567 40 25 MTTU MTTU NNP www-sonatype-com-3567 40 26 ) ) -RRB- www-sonatype-com-3567 40 27 , , , www-sonatype-com-3567 40 28 many many JJ www-sonatype-com-3567 40 29 others other NNS www-sonatype-com-3567 40 30 do do VBP www-sonatype-com-3567 40 31 not not RB www-sonatype-com-3567 40 32 ( ( -LRB- www-sonatype-com-3567 40 33 see see VB www-sonatype-com-3567 40 34 Chapter chapter NN www-sonatype-com-3567 40 35 3 3 CD www-sonatype-com-3567 40 36 ) ) -RRB- www-sonatype-com-3567 40 37 . . . www-sonatype-com-3567 41 1 The the DT www-sonatype-com-3567 41 2 sheer sheer JJ www-sonatype-com-3567 41 3 volume volume NN www-sonatype-com-3567 41 4 of of IN www-sonatype-com-3567 41 5 open open JJ www-sonatype-com-3567 41 6 source source NN www-sonatype-com-3567 41 7 in in IN www-sonatype-com-3567 41 8 use use NN www-sonatype-com-3567 41 9 and and CC www-sonatype-com-3567 41 10 the the DT www-sonatype-com-3567 41 11 massive massive JJ www-sonatype-com-3567 41 12 number number NN www-sonatype-com-3567 41 13 of of IN www-sonatype-com-3567 41 14 dependencies dependency NNS www-sonatype-com-3567 41 15 makes make VBZ www-sonatype-com-3567 41 16 it -PRON- PRP www-sonatype-com-3567 41 17 difficult difficult JJ www-sonatype-com-3567 41 18 to to TO www-sonatype-com-3567 41 19 quickly quickly RB www-sonatype-com-3567 41 20 evaluate evaluate VB www-sonatype-com-3567 41 21 the the DT www-sonatype-com-3567 41 22 quality quality NN www-sonatype-com-3567 41 23 and and CC www-sonatype-com-3567 41 24 security security NN www-sonatype-com-3567 41 25 of of IN www-sonatype-com-3567 41 26 every every DT www-sonatype-com-3567 41 27 new new JJ www-sonatype-com-3567 41 28 version version NN www-sonatype-com-3567 41 29 of of IN www-sonatype-com-3567 41 30 a a DT www-sonatype-com-3567 41 31 dependency dependency NN www-sonatype-com-3567 41 32 . . . www-sonatype-com-3567 42 1 3 3 LS www-sonatype-com-3567 42 2 . . . www-sonatype-com-3567 43 1 The the DT www-sonatype-com-3567 43 2 ethos ethos NN www-sonatype-com-3567 43 3 of of IN www-sonatype-com-3567 43 4 open open JJ www-sonatype-com-3567 43 5 source source NN www-sonatype-com-3567 43 6 is be VBZ www-sonatype-com-3567 43 7 built build VBN www-sonatype-com-3567 43 8 on on IN www-sonatype-com-3567 43 9 “ " `` www-sonatype-com-3567 43 10 shared share VBN www-sonatype-com-3567 43 11 trust trust NN www-sonatype-com-3567 43 12 ” " '' www-sonatype-com-3567 43 13 between between IN www-sonatype-com-3567 43 14 a a DT www-sonatype-com-3567 43 15 global global JJ www-sonatype-com-3567 43 16 community community NN www-sonatype-com-3567 43 17 of of IN www-sonatype-com-3567 43 18 individu- individu- FW www-sonatype-com-3567 43 19 als als NNP www-sonatype-com-3567 43 20 , , , www-sonatype-com-3567 43 21 which which WDT www-sonatype-com-3567 43 22 creates create VBZ www-sonatype-com-3567 43 23 a a DT www-sonatype-com-3567 43 24 fertile fertile JJ www-sonatype-com-3567 43 25 environment environment NN www-sonatype-com-3567 43 26 whereby whereby WRB www-sonatype-com-3567 43 27 bad bad JJ www-sonatype-com-3567 43 28 actors actor NNS www-sonatype-com-3567 43 29 can can MD www-sonatype-com-3567 43 30 prey prey VB www-sonatype-com-3567 43 31 upon upon IN www-sonatype-com-3567 43 32 good good JJ www-sonatype-com-3567 43 33 people people NNS www-sonatype-com-3567 43 34 with with IN www-sonatype-com-3567 43 35 surprising surprising JJ www-sonatype-com-3567 43 36 ease ease NN www-sonatype-com-3567 43 37 . . . www-sonatype-com-3567 44 1 Combined Combined NNP www-sonatype-com-3567 44 2 Reach Reach NNP www-sonatype-com-3567 44 3 of of IN www-sonatype-com-3567 44 4 100 100 CD www-sonatype-com-3567 44 5 Influential Influential NNP www-sonatype-com-3567 44 6 Maintainers Maintainers NNPS www-sonatype-com-3567 44 7 R R NNP www-sonatype-com-3567 44 8 e e NN www-sonatype-com-3567 44 9 a a DT www-sonatype-com-3567 44 10 c c NN www-sonatype-com-3567 44 11 h h NN www-sonatype-com-3567 44 12 e e NN www-sonatype-com-3567 44 13 d d NN www-sonatype-com-3567 44 14 P p NN www-sonatype-com-3567 44 15 a a NN www-sonatype-com-3567 44 16 c c NN www-sonatype-com-3567 44 17 k k NN www-sonatype-com-3567 44 18 a a DT www-sonatype-com-3567 44 19 g g NN www-sonatype-com-3567 44 20 e e NN www-sonatype-com-3567 44 21 s s NN www-sonatype-com-3567 44 22 Number Number NNP www-sonatype-com-3567 44 23 of of IN www-sonatype-com-3567 44 24 Maintainers maintainer NNS www-sonatype-com-3567 44 25 Ordered order VBN www-sonatype-com-3567 44 26 by by IN www-sonatype-com-3567 44 27 Reach Reach NNP www-sonatype-com-3567 44 28 SOURCE SOURCE NNP www-sonatype-com-3567 44 29 : : : www-sonatype-com-3567 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44 54 % % NN www-sonatype-com-3567 44 55 45 45 CD www-sonatype-com-3567 44 56 % % NN www-sonatype-com-3567 44 57 37 37 CD www-sonatype-com-3567 44 58 % % NN www-sonatype-com-3567 44 59 30 30 CD www-sonatype-com-3567 44 60 % % NN www-sonatype-com-3567 44 61 22 22 CD www-sonatype-com-3567 44 62 % % NN www-sonatype-com-3567 44 63 15 15 CD www-sonatype-com-3567 44 64 % % NN www-sonatype-com-3567 44 65 7 7 CD www-sonatype-com-3567 44 66 % % NN www-sonatype-com-3567 44 67 0 0 CD www-sonatype-com-3567 44 68 % % NN www-sonatype-com-3567 44 69 0 0 CD www-sonatype-com-3567 44 70 20 20 CD www-sonatype-com-3567 44 71 40 40 CD www-sonatype-com-3567 44 72 60 60 CD www-sonatype-com-3567 44 73 80 80 CD www-sonatype-com-3567 44 74 1000 1000 CD www-sonatype-com-3567 44 75 20 20 CD www-sonatype-com-3567 44 76 40 40 CD www-sonatype-com-3567 44 77 60 60 CD www-sonatype-com-3567 44 78 80 80 CD www-sonatype-com-3567 44 79 100 100 CD www-sonatype-com-3567 44 80 Evolution evolution NN www-sonatype-com-3567 44 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safe safe JJ www-sonatype-com-3567 44 108 - - HYPH www-sonatype-com-3567 44 109 bu bu JJ www-sonatype-com-3567 44 110 � � NNP www-sonatype-com-3567 44 111 er er UH www-sonatype-com-3567 44 112 lodash lodash NNP www-sonatype-com-3567 44 113 core core JJ www-sonatype-com-3567 44 114 - - HYPH www-sonatype-com-3567 44 115 util util RB www-sonatype-com-3567 44 116 - - HYPH www-sonatype-com-3567 44 117 is be VBZ www-sonatype-com-3567 44 118 ms ms NNP www-sonatype-com-3567 44 119 150 150 CD www-sonatype-com-3567 44 120 K k NN www-sonatype-com-3567 44 121 125 125 CD www-sonatype-com-3567 44 122 K k NN www-sonatype-com-3567 44 123 100 100 CD www-sonatype-com-3567 44 124 K k NN www-sonatype-com-3567 44 125 75 75 CD www-sonatype-com-3567 44 126 K K NNP www-sonatype-com-3567 44 127 50 50 CD www-sonatype-com-3567 44 128 K k NN www-sonatype-com-3567 44 129 25 25 CD www-sonatype-com-3567 44 130 K k NN www-sonatype-com-3567 44 131 0 0 CD www-sonatype-com-3567 44 132 2011 2011 CD www-sonatype-com-3567 44 133 2012 2012 CD www-sonatype-com-3567 44 134 2013 2013 CD www-sonatype-com-3567 44 135 2014 2014 CD www-sonatype-com-3567 44 136 2015 2015 CD www-sonatype-com-3567 44 137 2016 2016 CD www-sonatype-com-3567 44 138 2017 2017 CD www-sonatype-com-3567 44 139 2018 2018 CD www-sonatype-com-3567 44 140 SOURCE SOURCE NNP www-sonatype-com-3567 44 141 : : : www-sonatype-com-3567 44 142 MARKUS markus JJ www-sonatype-com-3567 44 143 ZIMMERMANN ZIMMERMANN NNS www-sonatype-com-3567 44 144 AND and CC www-sonatype-com-3567 44 145 CRISTIAN CRISTIAN NNP www-sonatype-com-3567 44 146 - - HYPH www-sonatype-com-3567 44 147 ALEXANDRU ALEXANDRU NNP www-sonatype-com-3567 44 148 STAICU STAICU NNP www-sonatype-com-3567 44 149 , , , www-sonatype-com-3567 44 150 TU TU NNP www-sonatype-com-3567 44 151 DARMSTADT DARMSTADT NNP www-sonatype-com-3567 44 152 ; ; : www-sonatype-com-3567 44 153 CAM CAM NNP www-sonatype-com-3567 44 154 TENNY TENNY NNP www-sonatype-com-3567 44 155 , , , www-sonatype-com-3567 44 156 R2C r2c NN www-sonatype-com-3567 44 157 ; ; : www-sonatype-com-3567 44 158 MICHAEL MICHAEL NNP www-sonatype-com-3567 44 159 PRADEL PRADEL NNP www-sonatype-com-3567 44 160 , , , www-sonatype-com-3567 44 161 TU TU NNP www-sonatype-com-3567 44 162 DARMSTADT DARMSTADT NNP www-sonatype-com-3567 44 163 SOURCE SOURCE NNP www-sonatype-com-3567 44 164 1A 1A VBZ www-sonatype-com-3567 44 165 , , , www-sonatype-com-3567 44 166 1B 1b NN www-sonatype-com-3567 44 167 : : : www-sonatype-com-3567 44 168 Markus Markus NNP www-sonatype-com-3567 44 169 Zimmermann Zimmermann NNP www-sonatype-com-3567 44 170 and and CC www-sonatype-com-3567 44 171 Cristian Cristian NNP www-sonatype-com-3567 44 172 - - HYPH www-sonatype-com-3567 44 173 Alexandru Alexandru NNP www-sonatype-com-3567 44 174 Staicu Staicu NNP www-sonatype-com-3567 44 175 , , , www-sonatype-com-3567 44 176 TU TU NNP www-sonatype-com-3567 44 177 Darmstadt Darmstadt NNP www-sonatype-com-3567 44 178 ; ; : www-sonatype-com-3567 44 179 Cam Cam NNP www-sonatype-com-3567 44 180 Tenny Tenny NNP www-sonatype-com-3567 44 181 , , , www-sonatype-com-3567 44 182 r2c r2c NNP www-sonatype-com-3567 44 183 ; ; : www-sonatype-com-3567 44 184 Michael Michael NNP www-sonatype-com-3567 44 185 Pradel Pradel NNP www-sonatype-com-3567 44 186 , , , www-sonatype-com-3567 44 187 TU TU NNP www-sonatype-com-3567 44 188 Darmstadt Darmstadt NNP www-sonatype-com-3567 44 189 FIGURE FIGURE NNP www-sonatype-com-3567 44 190 1A 1a CD www-sonatype-com-3567 44 191 Combined Combined NNP www-sonatype-com-3567 44 192 Reach Reach NNP www-sonatype-com-3567 44 193 of of IN www-sonatype-com-3567 44 194 100 100 CD www-sonatype-com-3567 44 195 Influential Influential NNP www-sonatype-com-3567 44 196 Maintainers Maintainers NNPS www-sonatype-com-3567 44 197 FIGURE figure VBP www-sonatype-com-3567 44 198 1B 1b RB www-sonatype-com-3567 44 199 Evolution evolution NN www-sonatype-com-3567 44 200 of of IN www-sonatype-com-3567 44 201 Package Package NNP www-sonatype-com-3567 44 202 Reach Reach NNP www-sonatype-com-3567 44 203 for for IN www-sonatype-com-3567 44 204 the the DT www-sonatype-com-3567 44 205 Top Top NNP www-sonatype-com-3567 44 206 5 5 CD www-sonatype-com-3567 44 207 npm npm NN www-sonatype-com-3567 44 208 Packages package NNS www-sonatype-com-3567 44 209 62020 62020 CD www-sonatype-com-3567 44 210 STATE STATE NNP www-sonatype-com-3567 44 211 OF of IN www-sonatype-com-3567 44 212 THE the DT www-sonatype-com-3567 44 213 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 44 214 SUPPLY supply NN www-sonatype-com-3567 44 215 CHAIN chain NN www-sonatype-com-3567 44 216 REPORT report NN www-sonatype-com-3567 44 217 C c NN www-sonatype-com-3567 44 218 H h NN www-sonatype-com-3567 44 219 A a NN www-sonatype-com-3567 44 220 P p NN www-sonatype-com-3567 44 221 T t NN www-sonatype-com-3567 44 222 E e NN www-sonatype-com-3567 44 223 R r NN www-sonatype-com-3567 44 224 1 1 CD www-sonatype-com-3567 44 225 : : : www-sonatype-com-3567 44 226 O o NN www-sonatype-com-3567 44 227 P p NN www-sonatype-com-3567 44 228 E e NN www-sonatype-com-3567 44 229 N n NN www-sonatype-com-3567 44 230 S s NN www-sonatype-com-3567 44 231 E e NN www-sonatype-com-3567 44 232 A a NN www-sonatype-com-3567 44 233 S s NN www-sonatype-com-3567 44 234 O o NN www-sonatype-com-3567 44 235 N n NN www-sonatype-com-3567 44 236 O o NN www-sonatype-com-3567 44 237 N n NN www-sonatype-com-3567 44 238 O o NN www-sonatype-com-3567 44 239 P p NN www-sonatype-com-3567 44 240 E e NN www-sonatype-com-3567 44 241 N n NN www-sonatype-com-3567 44 242 S s NN www-sonatype-com-3567 44 243 O o NN www-sonatype-com-3567 44 244 U u NN www-sonatype-com-3567 44 245 R r NN www-sonatype-com-3567 44 246 C c NN www-sonatype-com-3567 44 247 E e NN www-sonatype-com-3567 44 248 In in IN www-sonatype-com-3567 44 249 2019 2019 CD www-sonatype-com-3567 44 250 Darmstadt Darmstadt NNP www-sonatype-com-3567 44 251 University University NNP www-sonatype-com-3567 44 252 researchers researcher NNS www-sonatype-com-3567 44 253 found find VBD www-sonatype-com-3567 44 254 that that IN www-sonatype-com-3567 44 255 a a DT www-sonatype-com-3567 44 256 typical typical JJ www-sonatype-com-3567 44 257 npm npm NN www-sonatype-com-3567 44 258 package package NN www-sonatype-com-3567 44 259 contained contain VBD www-sonatype-com-3567 44 260 an an DT www-sonatype-com-3567 44 261 abnor- abnor- JJ www-sonatype-com-3567 44 262 mally mally RB www-sonatype-com-3567 44 263 large large JJ www-sonatype-com-3567 44 264 number number NN www-sonatype-com-3567 44 265 of of IN www-sonatype-com-3567 44 266 dependencies dependency NNS www-sonatype-com-3567 44 267 — — : www-sonatype-com-3567 44 268 loading load VBG www-sonatype-com-3567 44 269 an an DT www-sonatype-com-3567 44 270 average average NN www-sonatype-com-3567 44 271 of of IN www-sonatype-com-3567 44 272 79 79 CD www-sonatype-com-3567 44 273 third third JJ www-sonatype-com-3567 44 274 - - HYPH www-sonatype-com-3567 44 275 party party NN 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components component NNS www-sonatype-com-3567 45 18 through through IN www-sonatype-com-3567 45 19 their -PRON- PRP$ www-sonatype-com-3567 45 20 complex complex JJ www-sonatype-com-3567 45 21 web web NN www-sonatype-com-3567 45 22 of of IN www-sonatype-com-3567 45 23 dependencies.4 dependencies.4 CD www-sonatype-com-3567 45 24 If if IN www-sonatype-com-3567 45 25 an an DT www-sonatype-com-3567 45 26 adversary adversary NN www-sonatype-com-3567 45 27 were be VBD www-sonatype-com-3567 45 28 to to TO www-sonatype-com-3567 45 29 successfully successfully RB www-sonatype-com-3567 45 30 identify identify VB www-sonatype-com-3567 45 31 entry entry NN www-sonatype-com-3567 45 32 points point NNS www-sonatype-com-3567 45 33 into into IN www-sonatype-com-3567 45 34 projects project NNS www-sonatype-com-3567 45 35 supported support VBN www-sonatype-com-3567 45 36 by by IN www-sonatype-com-3567 45 37 one one CD www-sonatype-com-3567 45 38 of of IN www-sonatype-com-3567 45 39 these these DT www-sonatype-com-3567 45 40 391 391 CD www-sonatype-com-3567 45 41 maintainers maintainer NNS www-sonatype-com-3567 45 42 , , , www-sonatype-com-3567 45 43 they -PRON- PRP www-sonatype-com-3567 45 44 could could MD www-sonatype-com-3567 45 45 dramatically dramatically RB www-sonatype-com-3567 45 46 widen widen VB www-sonatype-com-3567 45 47 the the DT www-sonatype-com-3567 45 48 aperture aperture NN www-sonatype-com-3567 45 49 and and CC www-sonatype-com-3567 45 50 impact impact NN www-sonatype-com-3567 45 51 of of IN www-sonatype-com-3567 45 52 their -PRON- PRP$ www-sonatype-com-3567 45 53 open open JJ www-sonatype-com-3567 45 54 source source NN www-sonatype-com-3567 45 55 supply supply NN www-sonatype-com-3567 45 56 chain chain NN www-sonatype-com-3567 45 57 attacks attack NNS www-sonatype-com-3567 45 58 . . . www-sonatype-com-3567 46 1 For for IN www-sonatype-com-3567 46 2 example example NN www-sonatype-com-3567 46 3 , , , www-sonatype-com-3567 46 4 the the DT www-sonatype-com-3567 46 5 Darmstadt Darmstadt NNP www-sonatype-com-3567 46 6 team team NN www-sonatype-com-3567 46 7 said say VBD www-sonatype-com-3567 46 8 that that IN www-sonatype-com-3567 46 9 adversaries adversary NNS www-sonatype-com-3567 46 10 gaining gain VBG www-sonatype-com-3567 46 11 access access NN www-sonatype-com-3567 46 12 to to IN www-sonatype-com-3567 46 13 20 20 CD www-sonatype-com-3567 46 14 popular popular JJ www-sonatype-com-3567 46 15 npm npm NN www-sonatype-com-3567 46 16 maintainer maintainer NN www-sonatype-com-3567 46 17 accounts account NNS www-sonatype-com-3567 46 18 could could MD www-sonatype-com-3567 46 19 deploy deploy VB www-sonatype-com-3567 46 20 malicious malicious JJ www-sonatype-com-3567 46 21 code code NN www-sonatype-com-3567 46 22 impacting impact VBG www-sonatype-com-3567 46 23 more more JJR www-sonatype-com-3567 46 24 than than IN www-sonatype-com-3567 46 25 half half NN www-sonatype-com-3567 46 26 of of IN www-sonatype-com-3567 46 27 the the DT www-sonatype-com-3567 46 28 npm npm NNP www-sonatype-com-3567 46 29 ecosys- ecosys- NNP www-sonatype-com-3567 46 30 tem tem NNP www-sonatype-com-3567 46 31 ( ( -LRB- www-sonatype-com-3567 46 32 FIGURE FIGURE NNP www-sonatype-com-3567 46 33 1A 1a CD www-sonatype-com-3567 46 34 ) ) -RRB- www-sonatype-com-3567 46 35 . . . www-sonatype-com-3567 47 1 Furthermore furthermore RB www-sonatype-com-3567 47 2 , , , www-sonatype-com-3567 47 3 the the DT www-sonatype-com-3567 47 4 researchers researcher NNS www-sonatype-com-3567 47 5 found find VBD www-sonatype-com-3567 47 6 that that IN www-sonatype-com-3567 47 7 the the DT www-sonatype-com-3567 47 8 package package NN www-sonatype-com-3567 47 9 reach reach NN www-sonatype-com-3567 47 10 of of IN www-sonatype-com-3567 47 11 the the DT www-sonatype-com-3567 47 12 top top JJ www-sonatype-com-3567 47 13 5 5 CD www-sonatype-com-3567 47 14 packages package NNS www-sonatype-com-3567 47 15 was be VBD www-sonatype-com-3567 47 16 between between IN www-sonatype-com-3567 47 17 134,774 134,774 CD www-sonatype-com-3567 47 18 and and CC www-sonatype-com-3567 47 19 166,086 166,086 CD www-sonatype-com-3567 47 20 other other JJ www-sonatype-com-3567 47 21 packages package NNS www-sonatype-com-3567 47 22 , , , www-sonatype-com-3567 47 23 making make VBG www-sonatype-com-3567 47 24 them -PRON- PRP www-sonatype-com-3567 47 25 an an DT www-sonatype-com-3567 47 26 extremely extremely RB www-sonatype-com-3567 47 27 attractive attractive JJ www-sonatype-com-3567 47 28 target target NN www-sonatype-com-3567 47 29 for for IN www-sonatype-com-3567 47 30 attackers attacker NNS www-sonatype-com-3567 47 31 ( ( -LRB- www-sonatype-com-3567 47 32 FIGURE FIGURE NNP www-sonatype-com-3567 47 33 1B).5 1B).5 NNP www-sonatype-com-3567 47 34 Exacerbating exacerbate VBG www-sonatype-com-3567 47 35 the the DT www-sonatype-com-3567 47 36 risks risk NNS www-sonatype-com-3567 47 37 even even RB www-sonatype-com-3567 47 38 further far RBR www-sonatype-com-3567 47 39 , , , www-sonatype-com-3567 47 40 the the DT www-sonatype-com-3567 47 41 Linux Linux NNP www-sonatype-com-3567 47 42 Foundation Foundation NNP www-sonatype-com-3567 47 43 ’s ’s POS www-sonatype-com-3567 47 44 Core Core NNP www-sonatype-com-3567 47 45 Infrastructure Infrastructure NNP www-sonatype-com-3567 47 46 Initiative Initiative NNP www-sonatype-com-3567 47 47 found find VBD www-sonatype-com-3567 47 48 that that DT www-sonatype-com-3567 47 49 of of IN www-sonatype-com-3567 47 50 the the DT www-sonatype-com-3567 47 51 top top JJ www-sonatype-com-3567 47 52 10 10 CD www-sonatype-com-3567 47 53 most most RBS www-sonatype-com-3567 47 54 - - HYPH www-sonatype-com-3567 47 55 used use VBN www-sonatype-com-3567 47 56 software software NN www-sonatype-com-3567 47 57 packages package NNS www-sonatype-com-3567 47 58 , , , www-sonatype-com-3567 47 59 seven seven CD www-sonatype-com-3567 47 60 were be VBD www-sonatype-com-3567 47 61 hosted host VBN www-sonatype-com-3567 47 62 under under IN www-sonatype-com-3567 47 63 individual individual JJ www-sonatype-com-3567 47 64 developer developer NN www-sonatype-com-3567 47 65 accounts account NNS www-sonatype-com-3567 47 66 ; ; : www-sonatype-com-3567 47 67 the the DT www-sonatype-com-3567 47 68 researchers researcher NNS www-sonatype-com-3567 47 69 then then RB www-sonatype-com-3567 47 70 questioned question VBD www-sonatype-com-3567 47 71 “ " `` www-sonatype-com-3567 47 72 what what WP www-sonatype-com-3567 47 73 happens happen VBZ www-sonatype-com-3567 47 74 if if IN www-sonatype-com-3567 47 75 one one CD www-sonatype-com-3567 47 76 of of IN www-sonatype-com-3567 47 77 these these DT www-sonatype-com-3567 47 78 accounts account NNS www-sonatype-com-3567 47 79 is be VBZ www-sonatype-com-3567 47 80 hacked hack VBN www-sonatype-com-3567 47 81 ? ? . www-sonatype-com-3567 48 1 Would Would MD www-sonatype-com-3567 48 2 you -PRON- PRP www-sonatype-com-3567 48 3 , , , www-sonatype-com-3567 48 4 farther farther RB www-sonatype-com-3567 48 5 down down IN www-sonatype-com-3567 48 6 the the DT www-sonatype-com-3567 48 7 software software NN www-sonatype-com-3567 48 8 supply supply NN www-sonatype-com-3567 48 9 chain chain NN www-sonatype-com-3567 48 10 , , , www-sonatype-com-3567 48 11 even even RB www-sonatype-com-3567 48 12 know?”6 know?”6 NNP www-sonatype-com-3567 48 13 Rise Rise NNP www-sonatype-com-3567 48 14 of of IN www-sonatype-com-3567 48 15 Next next JJ www-sonatype-com-3567 48 16 - - HYPH www-sonatype-com-3567 48 17 Gen Gen NNP www-sonatype-com-3567 48 18 Software Software NNP www-sonatype-com-3567 48 19 Supply Supply NNP www-sonatype-com-3567 48 20 Chain Chain NNP www-sonatype-com-3567 48 21 Attacks attack NNS www-sonatype-com-3567 48 22 ( ( -LRB- www-sonatype-com-3567 48 23 2015 2015 CD www-sonatype-com-3567 48 24 - - SYM www-sonatype-com-3567 48 25 2020 2020 CD www-sonatype-com-3567 48 26 ) ) -RRB- www-sonatype-com-3567 48 27 Next next JJ www-sonatype-com-3567 48 28 generation generation NN www-sonatype-com-3567 48 29 cyber cyber JJ www-sonatype-com-3567 48 30 attacks attack NNS www-sonatype-com-3567 48 31 actively actively RB www-sonatype-com-3567 48 32 targeting target VBG www-sonatype-com-3567 48 33 open open JJ www-sonatype-com-3567 48 34 source source NN www-sonatype-com-3567 48 35 software software NN www-sonatype-com-3567 48 36 projects project NNS www-sonatype-com-3567 48 37 have have VBP www-sonatype-com-3567 48 38 increased increase VBN www-sonatype-com-3567 48 39 430 430 CD www-sonatype-com-3567 48 40 % % NN www-sonatype-com-3567 48 41 since since IN www-sonatype-com-3567 48 42 we -PRON- PRP www-sonatype-com-3567 48 43 published publish VBD www-sonatype-com-3567 48 44 this this DT www-sonatype-com-3567 48 45 report report NN www-sonatype-com-3567 48 46 last last JJ www-sonatype-com-3567 48 47 year year NN www-sonatype-com-3567 48 48 . . . www-sonatype-com-3567 49 1 From from IN www-sonatype-com-3567 49 2 February February NNP www-sonatype-com-3567 49 3 2015 2015 CD www-sonatype-com-3567 49 4 to to IN www-sonatype-com-3567 49 5 June June NNP www-sonatype-com-3567 49 6 2019 2019 CD www-sonatype-com-3567 49 7 , , , www-sonatype-com-3567 49 8 216 216 CD www-sonatype-com-3567 49 9 such such JJ www-sonatype-com-3567 49 10 attacks attack NNS www-sonatype-com-3567 49 11 were be VBD www-sonatype-com-3567 49 12 recorded record VBN www-sonatype-com-3567 49 13 . . . www-sonatype-com-3567 50 1 Then then RB www-sonatype-com-3567 50 2 from from IN www-sonatype-com-3567 50 3 July July NNP www-sonatype-com-3567 50 4 2019 2019 CD www-sonatype-com-3567 50 5 to to IN www-sonatype-com-3567 50 6 May May NNP www-sonatype-com-3567 50 7 2020 2020 CD www-sonatype-com-3567 50 8 an an DT www-sonatype-com-3567 50 9 additional additional JJ www-sonatype-com-3567 50 10 929 929 CD www-sonatype-com-3567 50 11 attacks attack NNS www-sonatype-com-3567 50 12 were be VBD www-sonatype-com-3567 50 13 documented document VBN www-sonatype-com-3567 50 14 ( ( -LRB- www-sonatype-com-3567 50 15 FIGURE FIGURE NNP www-sonatype-com-3567 50 16 1C 1c NN www-sonatype-com-3567 50 17 ) ) -RRB- www-sonatype-com-3567 50 18 . . . www-sonatype-com-3567 51 1 The the DT www-sonatype-com-3567 51 2 most most RBS www-sonatype-com-3567 51 3 common common JJ www-sonatype-com-3567 51 4 type type NN www-sonatype-com-3567 51 5 of of IN www-sonatype-com-3567 51 6 attack attack NN www-sonatype-com-3567 51 7 is be VBZ www-sonatype-com-3567 51 8 Typosquatting typosquatting NN www-sonatype-com-3567 51 9 , , , www-sonatype-com-3567 51 10 an an DT www-sonatype-com-3567 51 11 indirect indirect JJ www-sonatype-com-3567 51 12 attack attack NN www-sonatype-com-3567 51 13 vector vector NN www-sonatype-com-3567 51 14 that that WDT www-sonatype-com-3567 51 15 preys prey VBZ www-sonatype-com-3567 51 16 on on IN www-sonatype-com-3567 51 17 developers developer NNS www-sonatype-com-3567 51 18 making make VBG www-sonatype-com-3567 51 19 otherwise otherwise RB www-sonatype-com-3567 51 20 innocent innocent JJ www-sonatype-com-3567 51 21 typos typo NNS www-sonatype-com-3567 51 22 when when WRB www-sonatype-com-3567 51 23 searching search VBG www-sonatype-com-3567 51 24 for for IN www-sonatype-com-3567 51 25 popular popular JJ www-sonatype-com-3567 51 26 components component NNS www-sonatype-com-3567 51 27 . . . www-sonatype-com-3567 52 1 If if IN www-sonatype-com-3567 52 2 a a DT www-sonatype-com-3567 52 3 developer developer NN www-sonatype-com-3567 52 4 accidentally accidentally RB www-sonatype-com-3567 52 5 types type VBZ www-sonatype-com-3567 52 6 “ " `` www-sonatype-com-3567 52 7 lodahs lodah NNS www-sonatype-com-3567 52 8 ” " '' www-sonatype-com-3567 52 9 when when WRB www-sonatype-com-3567 52 10 their -PRON- PRP$ www-sonatype-com-3567 52 11 intention intention NN www-sonatype-com-3567 52 12 is be VBZ www-sonatype-com-3567 52 13 to to TO www-sonatype-com-3567 52 14 source source VB www-sonatype-com-3567 52 15 “ " `` www-sonatype-com-3567 52 16 lodash lodash NNP www-sonatype-com-3567 52 17 , , , www-sonatype-com-3567 52 18 ” " '' www-sonatype-com-3567 52 19 they -PRON- PRP www-sonatype-com-3567 52 20 might may MD www-sonatype-com-3567 52 21 accidentally accidentally RB www-sonatype-com-3567 52 22 install install VB www-sonatype-com-3567 52 23 a a DT www-sonatype-com-3567 52 24 malicious malicious JJ www-sonatype-com-3567 52 25 component component NN www-sonatype-com-3567 52 26 of of IN www-sonatype-com-3567 52 27 a a DT www-sonatype-com-3567 52 28 similar similar JJ www-sonatype-com-3567 52 29 name name NN www-sonatype-com-3567 52 30 ( ( -LRB- www-sonatype-com-3567 52 31 see see VB www-sonatype-com-3567 52 32 Lodahs Lodahs NNP www-sonatype-com-3567 52 33 , , , www-sonatype-com-3567 52 34 November November NNP www-sonatype-com-3567 52 35 2019 2019 CD www-sonatype-com-3567 52 36 ) ) -RRB- www-sonatype-com-3567 52 37 . . . www-sonatype-com-3567 53 1 Another another DT www-sonatype-com-3567 53 2 common common JJ www-sonatype-com-3567 53 3 attack attack NN www-sonatype-com-3567 53 4 is be VBZ www-sonatype-com-3567 53 5 Malicious Malicious NNP www-sonatype-com-3567 53 6 Code Code NNP www-sonatype-com-3567 53 7 Injection Injection NNP www-sonatype-com-3567 53 8 , , , www-sonatype-com-3567 53 9 which which WDT www-sonatype-com-3567 53 10 is be VBZ www-sonatype-com-3567 53 11 carried carry VBN www-sonatype-com-3567 53 12 out out RP www-sonatype-com-3567 53 13 through through IN www-sonatype-com-3567 53 14 a a DT www-sonatype-com-3567 53 15 variety variety NN www-sonatype-com-3567 53 16 of of IN www-sonatype-com-3567 53 17 means mean NNS www-sonatype-com-3567 53 18 , , , www-sonatype-com-3567 53 19 includ- includ- NNP www-sonatype-com-3567 53 20 ing ing NNP www-sonatype-com-3567 53 21 stealing steal VBG www-sonatype-com-3567 53 22 credentials credential NNS www-sonatype-com-3567 53 23 from from IN www-sonatype-com-3567 53 24 a a DT www-sonatype-com-3567 53 25 project project NN www-sonatype-com-3567 53 26 maintainer maintainer NN www-sonatype-com-3567 53 27 ( ( -LRB- www-sonatype-com-3567 53 28 see see VB www-sonatype-com-3567 53 29 rest rest NN www-sonatype-com-3567 53 30 - - HYPH www-sonatype-com-3567 53 31 client client NN www-sonatype-com-3567 53 32 , , , www-sonatype-com-3567 53 33 August August NNP www-sonatype-com-3567 53 34 2019 2019 CD www-sonatype-com-3567 53 35 ) ) -RRB- www-sonatype-com-3567 53 36 , , , www-sonatype-com-3567 53 37 releasing release VBG www-sonatype-com-3567 53 38 new new JJ www-sonatype-com-3567 53 39 versions version NNS www-sonatype-com-3567 53 40 of of IN www-sonatype-com-3567 53 41 a a DT www-sonatype-com-3567 53 42 project project NN www-sonatype-com-3567 53 43 to to IN www-sonatype-com-3567 53 44 a a DT www-sonatype-com-3567 53 45 public public JJ www-sonatype-com-3567 53 46 repository repository NN www-sonatype-com-3567 53 47 ( ( -LRB- www-sonatype-com-3567 53 48 see see VB www-sonatype-com-3567 53 49 bootstrap bootstrap NN www-sonatype-com-3567 53 50 - - HYPH www-sonatype-com-3567 53 51 sass sass NN www-sonatype-com-3567 53 52 , , , www-sonatype-com-3567 53 53 April April NNP www-sonatype-com-3567 53 54 2019 2019 CD www-sonatype-com-3567 53 55 ) ) -RRB- www-sonatype-com-3567 53 56 contributing contributing NN www-sonatype-com-3567 53 57 pull pull NN www-sonatype-com-3567 53 58 requests request NNS www-sonatype-com-3567 53 59 to to IN www-sonatype-com-3567 53 60 a a DT www-sonatype-com-3567 53 61 project project NN www-sonatype-com-3567 53 62 that that WDT www-sonatype-com-3567 53 63 include include VBP www-sonatype-com-3567 53 64 malicious malicious JJ www-sonatype-com-3567 53 65 code code NN www-sonatype-com-3567 53 66 ( ( -LRB- www-sonatype-com-3567 53 67 see see VB www-sonatype-com-3567 53 68 event event NN www-sonatype-com-3567 53 69 - - HYPH www-sonatype-com-3567 53 70 stream stream NN www-sonatype-com-3567 53 71 , , , www-sonatype-com-3567 53 72 November November NNP www-sonatype-com-3567 53 73 2018 2018 CD www-sonatype-com-3567 53 74 ) ) -RRB- www-sonatype-com-3567 53 75 , , , www-sonatype-com-3567 53 76 or or CC www-sonatype-com-3567 53 77 tampering tamper VBG www-sonatype-com-3567 53 78 with with IN www-sonatype-com-3567 53 79 open open JJ www-sonatype-com-3567 53 80 source source NN www-sonatype-com-3567 53 81 developer developer NN www-sonatype-com-3567 53 82 tools tool NNS www-sonatype-com-3567 53 83 that that WDT www-sonatype-com-3567 53 84 inject inject VBP www-sonatype-com-3567 53 85 malicious malicious JJ www-sonatype-com-3567 53 86 code code NN www-sonatype-com-3567 53 87 into into IN www-sonatype-com-3567 53 88 downstream downstream JJ www-sonatype-com-3567 53 89 applica- applica- JJ www-sonatype-com-3567 53 90 tions tion NNS www-sonatype-com-3567 53 91 ( ( -LRB- www-sonatype-com-3567 53 92 see see VB www-sonatype-com-3567 53 93 Octopus Octopus NNP www-sonatype-com-3567 53 94 Scanner Scanner NNP www-sonatype-com-3567 53 95 , , , www-sonatype-com-3567 53 96 May May NNP www-sonatype-com-3567 53 97 2020 2020 CD www-sonatype-com-3567 53 98 ) ) -RRB- www-sonatype-com-3567 53 99 . . . www-sonatype-com-3567 54 1 When when WRB www-sonatype-com-3567 54 2 malicious malicious JJ www-sonatype-com-3567 54 3 code code NN www-sonatype-com-3567 54 4 is be VBZ www-sonatype-com-3567 54 5 deliberately deliberately RB www-sonatype-com-3567 54 6 and and CC www-sonatype-com-3567 54 7 secretly secretly RB www-sonatype-com-3567 54 8 injected inject VBN www-sonatype-com-3567 54 9 upstream upstream NN www-sonatype-com-3567 54 10 into into IN www-sonatype-com-3567 54 11 open open JJ www-sonatype-com-3567 54 12 source source NN www-sonatype-com-3567 54 13 projects project NNS www-sonatype-com-3567 54 14 , , , www-sonatype-com-3567 54 15 it -PRON- PRP www-sonatype-com-3567 54 16 is be VBZ www-sonatype-com-3567 54 17 highly highly RB www-sonatype-com-3567 54 18 likely likely JJ www-sonatype-com-3567 54 19 that that IN www-sonatype-com-3567 54 20 no no DT www-sonatype-com-3567 54 21 one one NN www-sonatype-com-3567 54 22 knows know VBZ www-sonatype-com-3567 54 23 the the DT www-sonatype-com-3567 54 24 malware malware NN www-sonatype-com-3567 54 25 is be VBZ www-sonatype-com-3567 54 26 there there RB www-sonatype-com-3567 54 27 , , , www-sonatype-com-3567 54 28 except except IN www-sonatype-com-3567 54 29 for for IN www-sonatype-com-3567 54 30 the the DT www-sonatype-com-3567 54 31 person person NN www-sonatype-com-3567 54 32 that that WDT www-sonatype-com-3567 54 33 planted plant VBD www-sonatype-com-3567 54 34 it -PRON- PRP www-sonatype-com-3567 54 35 . . . www-sonatype-com-3567 55 1 This this DT www-sonatype-com-3567 55 2 approach approach NN www-sonatype-com-3567 55 3 allows allow VBZ www-sonatype-com-3567 55 4 adversaries adversary NNS www-sonatype-com-3567 55 5 to to TO www-sonatype-com-3567 55 6 surreptitiously surreptitiously RB www-sonatype-com-3567 55 7 set set VB www-sonatype-com-3567 55 8 traps trap NNS www-sonatype-com-3567 55 9 upstream upstream RB www-sonatype-com-3567 55 10 , , , www-sonatype-com-3567 55 11 and and CC www-sonatype-com-3567 55 12 then then RB www-sonatype-com-3567 55 13 carry carry VB www-sonatype-com-3567 55 14 out out RP www-sonatype-com-3567 55 15 attacks attack NNS www-sonatype-com-3567 55 16 downstream downstream JJ www-sonatype-com-3567 55 17 once once IN www-sonatype-com-3567 55 18 the the DT www-sonatype-com-3567 55 19 vulnerable vulnerable JJ www-sonatype-com-3567 55 20 code code NN www-sonatype-com-3567 55 21 has have VBZ www-sonatype-com-3567 55 22 moved move VBN www-sonatype-com-3567 55 23 through through IN www-sonatype-com-3567 55 24 the the DT www-sonatype-com-3567 55 25 supply supply NN www-sonatype-com-3567 55 26 chain chain NN www-sonatype-com-3567 55 27 and and CC www-sonatype-com-3567 55 28 into into IN www-sonatype-com-3567 55 29 the the DT www-sonatype-com-3567 55 30 wild wild NN www-sonatype-com-3567 55 31 . . . www-sonatype-com-3567 56 1 M M NNP www-sonatype-com-3567 56 2 a a DT www-sonatype-com-3567 56 3 y y NN www-sonatype-com-3567 56 4 -2 -2 NFP www-sonatype-com-3567 56 5 0 0 NFP www-sonatype-com-3567 56 6 A a NN www-sonatype-com-3567 56 7 p p NN www-sonatype-com-3567 56 8 r- r- XX www-sonatype-com-3567 56 9 2 2 CD www-sonatype-com-3567 56 10 0 0 CD www-sonatype-com-3567 56 11 F f NN www-sonatype-com-3567 56 12 e e NNP www-sonatype-com-3567 56 13 b b NNP www-sonatype-com-3567 56 14 -2 -2 . www-sonatype-com-3567 56 15 0 0 NFP www-sonatype-com-3567 56 16 D d NN www-sonatype-com-3567 56 17 e e NN www-sonatype-com-3567 56 18 c c NN www-sonatype-com-3567 56 19 -1 -1 NN www-sonatype-com-3567 56 20 9 9 CD www-sonatype-com-3567 56 21 N n NN www-sonatype-com-3567 56 22 o o NN www-sonatype-com-3567 56 23 v v NN www-sonatype-com-3567 56 24 -1 -1 NN www-sonatype-com-3567 56 25 9 9 CD www-sonatype-com-3567 56 26 O o NN www-sonatype-com-3567 56 27 c c NN www-sonatype-com-3567 56 28 t- t- XX www-sonatype-com-3567 56 29 19 19 CD www-sonatype-com-3567 56 30 A a NN www-sonatype-com-3567 56 31 u u NNP www-sonatype-com-3567 56 32 g g NN www-sonatype-com-3567 56 33 -1 -1 . www-sonatype-com-3567 56 34 9 9 CD www-sonatype-com-3567 56 35 J J NNP www-sonatype-com-3567 56 36 u u NN www-sonatype-com-3567 56 37 l- l- NNP www-sonatype-com-3567 56 38 19 19 CD www-sonatype-com-3567 56 39 J J NNP www-sonatype-com-3567 56 40 u u NNP www-sonatype-com-3567 56 41 n n NNP www-sonatype-com-3567 56 42 -1 -1 NNP www-sonatype-com-3567 56 43 9 9 CD www-sonatype-com-3567 56 44 M m NN www-sonatype-com-3567 56 45 a a DT www-sonatype-com-3567 56 46 y y NN www-sonatype-com-3567 56 47 -1 -1 NN www-sonatype-com-3567 56 48 9 9 CD www-sonatype-com-3567 56 49 A a NN www-sonatype-com-3567 56 50 p p NN www-sonatype-com-3567 56 51 r- r- XX www-sonatype-com-3567 56 52 19 19 CD www-sonatype-com-3567 56 53 M m NN www-sonatype-com-3567 56 54 a a DT www-sonatype-com-3567 56 55 r- r- NN www-sonatype-com-3567 56 56 19 19 CD www-sonatype-com-3567 56 57 J j NN www-sonatype-com-3567 56 58 a a DT www-sonatype-com-3567 56 59 n n NN www-sonatype-com-3567 56 60 -1 -1 NN www-sonatype-com-3567 56 61 9 9 CD www-sonatype-com-3567 56 62 D d NN www-sonatype-com-3567 56 63 e e NN www-sonatype-com-3567 56 64 c c NN www-sonatype-com-3567 56 65 -1 -1 . www-sonatype-com-3567 56 66 8 8 CD www-sonatype-com-3567 56 67 N n NN www-sonatype-com-3567 56 68 o o NN www-sonatype-com-3567 56 69 v v NN www-sonatype-com-3567 56 70 -1 -1 NN www-sonatype-com-3567 56 71 8 8 CD www-sonatype-com-3567 56 72 O o NN www-sonatype-com-3567 56 73 c c NN www-sonatype-com-3567 56 74 t- t- CC www-sonatype-com-3567 56 75 18 18 CD www-sonatype-com-3567 56 76 A a NN www-sonatype-com-3567 56 77 u u NNP www-sonatype-com-3567 56 78 g g NN www-sonatype-com-3567 56 79 -1 -1 . www-sonatype-com-3567 56 80 8 8 CD www-sonatype-com-3567 56 81 J J NNP www-sonatype-com-3567 56 82 u u NN www-sonatype-com-3567 56 83 l- l- NNP www-sonatype-com-3567 56 84 18 18 CD www-sonatype-com-3567 56 85 M M NNP www-sonatype-com-3567 56 86 a a DT www-sonatype-com-3567 56 87 y y NN www-sonatype-com-3567 56 88 -1 -1 NN www-sonatype-com-3567 56 89 8 8 CD www-sonatype-com-3567 56 90 F f NN www-sonatype-com-3567 56 91 e e NNP www-sonatype-com-3567 56 92 b b NNP www-sonatype-com-3567 56 93 -1 -1 . www-sonatype-com-3567 56 94 8 8 CD www-sonatype-com-3567 56 95 O o NN www-sonatype-com-3567 56 96 c c NN www-sonatype-com-3567 56 97 t- t- VBP www-sonatype-com-3567 56 98 17 17 CD www-sonatype-com-3567 56 99 S s NN www-sonatype-com-3567 56 100 e e NNP www-sonatype-com-3567 56 101 p p NN www-sonatype-com-3567 56 102 -1 -1 . www-sonatype-com-3567 56 103 7 7 CD www-sonatype-com-3567 56 104 A a NN www-sonatype-com-3567 56 105 u u NNP www-sonatype-com-3567 56 106 g g NN www-sonatype-com-3567 56 107 -1 -1 . www-sonatype-com-3567 56 108 7 7 CD www-sonatype-com-3567 56 109 M m NN www-sonatype-com-3567 56 110 a a DT www-sonatype-com-3567 56 111 r- r- NNP www-sonatype-com-3567 56 112 15 15 CD www-sonatype-com-3567 56 113 0 0 CD www-sonatype-com-3567 56 114 200 200 CD www-sonatype-com-3567 56 115 400 400 CD www-sonatype-com-3567 56 116 600 600 CD www-sonatype-com-3567 56 117 800 800 CD www-sonatype-com-3567 56 118 1000 1000 CD www-sonatype-com-3567 56 119 1200 1200 CD www-sonatype-com-3567 56 120 Next Next NNP www-sonatype-com-3567 56 121 Generation Generation NNP www-sonatype-com-3567 56 122 Software Software NNP www-sonatype-com-3567 56 123 Supply Supply NNP www-sonatype-com-3567 56 124 Chain Chain NNP www-sonatype-com-3567 56 125 Attacks attack NNS www-sonatype-com-3567 56 126 ( ( -LRB- www-sonatype-com-3567 56 127 2015 2015 CD www-sonatype-com-3567 56 128 – – : www-sonatype-com-3567 56 129 2020 2020 CD www-sonatype-com-3567 56 130 ) ) -RRB- www-sonatype-com-3567 56 131 Typosquatting typosquatte VBG www-sonatype-com-3567 56 132 , , , www-sonatype-com-3567 56 133 Malicious Malicious NNP www-sonatype-com-3567 56 134 Code Code NNP www-sonatype-com-3567 56 135 Injection Injection NNP www-sonatype-com-3567 56 136 , , , www-sonatype-com-3567 56 137 and and CC www-sonatype-com-3567 56 138 Tool tool NN www-sonatype-com-3567 56 139 Tampering Tampering NNP www-sonatype-com-3567 56 140 FIGURE figure NN www-sonatype-com-3567 56 141 1C 1c NN www-sonatype-com-3567 56 142 Next next IN www-sonatype-com-3567 56 143 Generation Generation NNP www-sonatype-com-3567 56 144 Software Software NNP www-sonatype-com-3567 56 145 Supply Supply NNP www-sonatype-com-3567 56 146 Chain Chain NNP www-sonatype-com-3567 56 147 Attacks attack NNS www-sonatype-com-3567 56 148 ( ( -LRB- www-sonatype-com-3567 56 149 2015 2015 CD www-sonatype-com-3567 56 150 – – : www-sonatype-com-3567 56 151 2020 2020 CD www-sonatype-com-3567 56 152 ) ) -RRB- www-sonatype-com-3567 56 153 Typosquatting typosquatte VBG www-sonatype-com-3567 56 154 , , , www-sonatype-com-3567 56 155 Malicious Malicious NNP www-sonatype-com-3567 56 156 Code Code NNP www-sonatype-com-3567 56 157 Injection Injection NNP www-sonatype-com-3567 56 158 , , , www-sonatype-com-3567 56 159 and and CC www-sonatype-com-3567 56 160 Tool tool NN www-sonatype-com-3567 56 161 Tampering tamper VBG www-sonatype-com-3567 56 162 72020 72020 CD www-sonatype-com-3567 56 163 STATE STATE NNP www-sonatype-com-3567 56 164 OF of IN www-sonatype-com-3567 56 165 THE the DT www-sonatype-com-3567 56 166 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 56 167 SUPPLY supply NN www-sonatype-com-3567 56 168 CHAIN chain NN www-sonatype-com-3567 56 169 REPORT report NN www-sonatype-com-3567 56 170 C c NN www-sonatype-com-3567 56 171 H h NN www-sonatype-com-3567 56 172 A a NN www-sonatype-com-3567 56 173 P p NN www-sonatype-com-3567 56 174 T t NN www-sonatype-com-3567 56 175 E e NN www-sonatype-com-3567 56 176 R r NN www-sonatype-com-3567 56 177 1 1 CD www-sonatype-com-3567 56 178 : : : www-sonatype-com-3567 56 179 O o NN www-sonatype-com-3567 56 180 P p NN www-sonatype-com-3567 56 181 E e NN www-sonatype-com-3567 56 182 N n NN www-sonatype-com-3567 56 183 S s NN www-sonatype-com-3567 56 184 E e NN www-sonatype-com-3567 56 185 A a NN www-sonatype-com-3567 56 186 S s NN www-sonatype-com-3567 56 187 O o NN www-sonatype-com-3567 56 188 N n NN www-sonatype-com-3567 56 189 O o NN www-sonatype-com-3567 56 190 N n NN www-sonatype-com-3567 56 191 O o NN www-sonatype-com-3567 56 192 P p NN www-sonatype-com-3567 56 193 E e NN www-sonatype-com-3567 56 194 N n NN www-sonatype-com-3567 56 195 S s NN www-sonatype-com-3567 56 196 O o NN www-sonatype-com-3567 56 197 U u NN www-sonatype-com-3567 56 198 R r NN www-sonatype-com-3567 56 199 C c NN www-sonatype-com-3567 56 200 E e NN www-sonatype-com-3567 56 201 https://blog.sonatype.com/open-source-software-is-under-attack-new-event-stream-hack-is-latest-proof https://blog.sonatype.com/open-source-software-is-under-attack-new-event-stream-hack-is-latest-proof NNP www-sonatype-com-3567 56 202 An an DT www-sonatype-com-3567 56 203 abbreviated abbreviate VBN www-sonatype-com-3567 56 204 list list NN www-sonatype-com-3567 56 205 of of IN www-sonatype-com-3567 56 206 next next JJ www-sonatype-com-3567 56 207 - - HYPH www-sonatype-com-3567 56 208 generation generation NN www-sonatype-com-3567 56 209 software software NN www-sonatype-com-3567 56 210 supply supply NN www-sonatype-com-3567 56 211 chain chain NN www-sonatype-com-3567 56 212 attacks attack NNS www-sonatype-com-3567 56 213 occurring occur VBG www-sonatype-com-3567 56 214 from from IN www-sonatype-com-3567 56 215 January January NNP www-sonatype-com-3567 56 216 2019 2019 CD www-sonatype-com-3567 56 217 – – : www-sonatype-com-3567 56 218 May May NNP www-sonatype-com-3567 56 219 2020 2020 CD www-sonatype-com-3567 56 220 : : : www-sonatype-com-3567 56 221 JANUARY JANUARY NNP www-sonatype-com-3567 56 222 2019 2019 CD www-sonatype-com-3567 56 223 ⊲ ⊲ CD www-sonatype-com-3567 56 224 pytz3-dev pytz3-dev NNP www-sonatype-com-3567 56 225 The the DT www-sonatype-com-3567 56 226 author author NN www-sonatype-com-3567 56 227 of of IN www-sonatype-com-3567 56 228 this this DT www-sonatype-com-3567 56 229 PyPI pypi NN www-sonatype-com-3567 56 230 package package NN www-sonatype-com-3567 56 231 seems seem VBZ www-sonatype-com-3567 56 232 to to TO www-sonatype-com-3567 56 233 have have VB www-sonatype-com-3567 56 234 copied copy VBN www-sonatype-com-3567 56 235 the the DT www-sonatype-com-3567 56 236 ‘ ' `` www-sonatype-com-3567 56 237 pytz pytz NN www-sonatype-com-3567 56 238 ’ ' '' www-sonatype-com-3567 56 239 package package NN www-sonatype-com-3567 56 240 code code NN www-sonatype-com-3567 56 241 and and CC www-sonatype-com-3567 56 242 then then RB www-sonatype-com-3567 56 243 added add VBN www-sonatype-com-3567 56 244 malicious malicious JJ www-sonatype-com-3567 56 245 code code NN www-sonatype-com-3567 56 246 that that WDT www-sonatype-com-3567 56 247 finds find VBZ www-sonatype-com-3567 56 248 the the DT www-sonatype-com-3567 56 249 Discord Discord NNP www-sonatype-com-3567 56 250 application application NN www-sonatype-com-3567 56 251 ’s ’s POS www-sonatype-com-3567 56 252 data datum NNS www-sonatype-com-3567 56 253 folder folder NN www-sonatype-com-3567 56 254 on on IN www-sonatype-com-3567 56 255 Windows Windows NNP www-sonatype-com-3567 56 256 machines machine NNS www-sonatype-com-3567 56 257 and and CC www-sonatype-com-3567 56 258 attempts attempt NNS www-sonatype-com-3567 56 259 to to TO www-sonatype-com-3567 56 260 extract extract VB www-sonatype-com-3567 56 261 the the DT www-sonatype-com-3567 56 262 Discord Discord NNP www-sonatype-com-3567 56 263 token token VBN www-sonatype-com-3567 56 264 from from IN www-sonatype-com-3567 56 265 a a DT www-sonatype-com-3567 56 266 SQLite SQLite NNP www-sonatype-com-3567 56 267 database database NN www-sonatype-com-3567 56 268 file file NN www-sonatype-com-3567 56 269 . . . www-sonatype-com-3567 57 1 The the DT www-sonatype-com-3567 57 2 package package NN www-sonatype-com-3567 57 3 has have VBZ www-sonatype-com-3567 57 4 been be VBN www-sonatype-com-3567 57 5 downloaded download VBN www-sonatype-com-3567 57 6 about about IN www-sonatype-com-3567 57 7 47 47 CD www-sonatype-com-3567 57 8 times time NNS www-sonatype-com-3567 57 9 per per IN www-sonatype-com-3567 57 10 month.7 month.7 CD www-sonatype-com-3567 57 11 ⊲ ⊲ CD www-sonatype-com-3567 57 12 smartsearchwp smartsearchwp NNS www-sonatype-com-3567 57 13 Published publish VBN www-sonatype-com-3567 57 14 in in IN www-sonatype-com-3567 57 15 January January NNP www-sonatype-com-3567 57 16 2019 2019 CD www-sonatype-com-3567 57 17 and and CC www-sonatype-com-3567 57 18 then then RB www-sonatype-com-3567 57 19 yanked yank VBD www-sonatype-com-3567 57 20 from from IN www-sonatype-com-3567 57 21 the the DT www-sonatype-com-3567 57 22 npm npm NNP www-sonatype-com-3567 57 23 repository repository NN www-sonatype-com-3567 57 24 in in IN www-sonatype-com-3567 57 25 June June NNP www-sonatype-com-3567 57 26 2020 2020 CD www-sonatype-com-3567 57 27 , , , www-sonatype-com-3567 57 28 included include VBD www-sonatype-com-3567 57 29 malicious malicious JJ www-sonatype-com-3567 57 30 code code NN www-sonatype-com-3567 57 31 that that WDT www-sonatype-com-3567 57 32 provided provide VBD www-sonatype-com-3567 57 33 a a DT www-sonatype-com-3567 57 34 backdoor backdoor NN www-sonatype-com-3567 57 35 to to TO www-sonatype-com-3567 57 36 support support VB www-sonatype-com-3567 57 37 data datum NNS www-sonatype-com-3567 57 38 exfiltration.8 exfiltration.8 NNP www-sonatype-com-3567 57 39 MARCH MARCH NNP www-sonatype-com-3567 57 40 2019 2019 CD www-sonatype-com-3567 57 41 ⊲ ⊲ CD www-sonatype-com-3567 57 42 simple simple JJ www-sonatype-com-3567 57 43 - - HYPH www-sonatype-com-3567 57 44 captcha2 captcha2 NN www-sonatype-com-3567 57 45 0.2.3 0.2.3 NNP www-sonatype-com-3567 57 46 and and CC www-sonatype-com-3567 57 47 datgrid datgrid NNP www-sonatype-com-3567 57 48 1.0.6 1.0.6 NNS www-sonatype-com-3567 57 49 As as IN www-sonatype-com-3567 57 50 distributed distribute VBN www-sonatype-com-3567 57 51 on on IN www-sonatype-com-3567 57 52 RubyGems.org RubyGems.org NNP www-sonatype-com-3567 57 53 , , , www-sonatype-com-3567 57 54 included include VBD www-sonatype-com-3567 57 55 a a DT www-sonatype-com-3567 57 56 code code NN www-sonatype-com-3567 57 57 - - HYPH www-sonatype-com-3567 57 58 execution execution NN www-sonatype-com-3567 57 59 backdoor backdoor NN www-sonatype-com-3567 57 60 inserted insert VBN www-sonatype-com-3567 57 61 by by IN www-sonatype-com-3567 57 62 a a DT www-sonatype-com-3567 57 63 third third JJ www-sonatype-com-3567 57 64 party.9 party.9 NN www-sonatype-com-3567 57 65 APRIL APRIL NNP www-sonatype-com-3567 57 66 2019 2019 CD www-sonatype-com-3567 57 67 ⊲ ⊲ CD www-sonatype-com-3567 57 68 bootstrap bootstrap NN www-sonatype-com-3567 57 69 - - HYPH www-sonatype-com-3567 57 70 sass sass NN www-sonatype-com-3567 57 71 Someone someone NN www-sonatype-com-3567 57 72 removed remove VBD www-sonatype-com-3567 57 73 a a DT www-sonatype-com-3567 57 74 version version NN www-sonatype-com-3567 57 75 of of IN www-sonatype-com-3567 57 76 the the DT www-sonatype-com-3567 57 77 library library NN www-sonatype-com-3567 57 78 , , , www-sonatype-com-3567 57 79 boot- boot- NNP www-sonatype-com-3567 57 80 strap strap NNP www-sonatype-com-3567 57 81 - - HYPH www-sonatype-com-3567 57 82 sass sass FW www-sonatype-com-3567 57 83 v3.2.0.2 v3.2.0.2 NNP www-sonatype-com-3567 57 84 and and CC www-sonatype-com-3567 57 85 immediately immediately RB www-sonatype-com-3567 57 86 released release VBD www-sonatype-com-3567 57 87 a a DT www-sonatype-com-3567 57 88 new new JJ www-sonatype-com-3567 57 89 version version NN www-sonatype-com-3567 57 90 , , , www-sonatype-com-3567 57 91 moments moment NNS www-sonatype-com-3567 57 92 later later RB www-sonatype-com-3567 57 93 ( ( -LRB- www-sonatype-com-3567 57 94 v3.2.0.3 v3.2.0.3 NNP www-sonatype-com-3567 57 95 ) ) -RRB- www-sonatype-com-3567 57 96 with with IN www-sonatype-com-3567 57 97 malicious malicious JJ www-sonatype-com-3567 57 98 code code NN www-sonatype-com-3567 57 99 injected inject VBN www-sonatype-com-3567 57 100 into into IN www-sonatype-com-3567 57 101 it.10 it.10 NNP www-sonatype-com-3567 57 102 JUNE JUNE NNP www-sonatype-com-3567 57 103 2019 2019 CD www-sonatype-com-3567 57 104 ⊲ ⊲ CD www-sonatype-com-3567 57 105 23 23 CD www-sonatype-com-3567 57 106 RubyGems RubyGems NNP www-sonatype-com-3567 57 107 packages package NNS www-sonatype-com-3567 57 108 Including include VBG www-sonatype-com-3567 57 109 chrome_taker chrome_taker NNP www-sonatype-com-3567 57 110 , , , www-sonatype-com-3567 57 111 color_hacker color_hacker NNP www-sonatype-com-3567 57 112 , , , www-sonatype-com-3567 57 113 aloha_anal- aloha_anal- NNP www-sonatype-com-3567 57 114 yser yser NN www-sonatype-com-3567 57 115 , , , www-sonatype-com-3567 57 116 get get NN www-sonatype-com-3567 57 117 - - HYPH www-sonatype-com-3567 57 118 text text NN www-sonatype-com-3567 57 119 , , , www-sonatype-com-3567 57 120 ruby_nmap ruby_nmap NNP www-sonatype-com-3567 57 121 , , , www-sonatype-com-3567 57 122 get get VB www-sonatype-com-3567 57 123 - - HYPH www-sonatype-com-3567 57 124 texts text NNS www-sonatype-com-3567 57 125 , , , www-sonatype-com-3567 57 126 colourize colourize NNP www-sonatype-com-3567 57 127 , , , www-sonatype-com-3567 57 128 and and CC www-sonatype-com-3567 57 129 btc btc NNP www-sonatype-com-3567 57 130 - - HYPH www-sonatype-com-3567 57 131 ruby ruby NNP www-sonatype-com-3567 57 132 were be VBD www-sonatype-com-3567 57 133 pulled pull VBN www-sonatype-com-3567 57 134 from from IN www-sonatype-com-3567 57 135 the the DT www-sonatype-com-3567 57 136 public public JJ www-sonatype-com-3567 57 137 repository repository NN www-sonatype-com-3567 57 138 because because IN www-sonatype-com-3567 57 139 they -PRON- PRP www-sonatype-com-3567 57 140 contained contain VBD www-sonatype-com-3567 57 141 code code NN www-sonatype-com-3567 57 142 for for IN www-sonatype-com-3567 57 143 crypto crypto NNP www-sonatype-com-3567 57 144 mining mining NN www-sonatype-com-3567 57 145 or or CC www-sonatype-com-3567 57 146 cookie cookie NN www-sonatype-com-3567 57 147 / / SYM www-sonatype-com-3567 57 148 password password NN www-sonatype-com-3567 57 149 stealing.11 stealing.11 NNP www-sonatype-com-3567 57 150 ⊲ ⊲ HYPH www-sonatype-com-3567 57 151 electron electron NN www-sonatype-com-3567 57 152 - - HYPH www-sonatype-com-3567 57 153 native native JJ www-sonatype-com-3567 57 154 - - HYPH www-sonatype-com-3567 57 155 notify notify NNP www-sonatype-com-3567 57 156 ( ( -LRB- www-sonatype-com-3567 57 157 version version NN www-sonatype-com-3567 57 158 1.1.6 1.1.6 CD www-sonatype-com-3567 57 159 ) ) -RRB- www-sonatype-com-3567 57 160 An an DT www-sonatype-com-3567 57 161 npm npm NN www-sonatype-com-3567 57 162 package package NN www-sonatype-com-3567 57 163 contained contain VBD www-sonatype-com-3567 57 164 code code NN www-sonatype-com-3567 57 165 designed design VBN www-sonatype-com-3567 57 166 to to TO www-sonatype-com-3567 57 167 steal steal VB www-sonatype-com-3567 57 168 cryptocurrency cryptocurrency NN www-sonatype-com-3567 57 169 wallet wallet NN www-sonatype-com-3567 57 170 seeds seed NNS www-sonatype-com-3567 57 171 and and CC www-sonatype-com-3567 57 172 other other JJ www-sonatype-com-3567 57 173 login login NN www-sonatype-com-3567 57 174 instruction instruction NN www-sonatype-com-3567 57 175 details detail NNS www-sonatype-com-3567 57 176 specific specific JJ www-sonatype-com-3567 57 177 to to IN www-sonatype-com-3567 57 178 cryptocurrency cryptocurrency NN www-sonatype-com-3567 57 179 apps app NNS www-sonatype-com-3567 57 180 . . . www-sonatype-com-3567 58 1 Tipped tip VBN www-sonatype-com-3567 58 2 off off RP www-sonatype-com-3567 58 3 by by IN www-sonatype-com-3567 58 4 npm npm NN www-sonatype-com-3567 58 5 researchers researcher NNS www-sonatype-com-3567 58 6 , , , www-sonatype-com-3567 58 7 makers maker NNS www-sonatype-com-3567 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www-sonatype-com-3567 59 7 package package NN www-sonatype-com-3567 59 8 discovered discover VBN www-sonatype-com-3567 59 9 to to TO www-sonatype-com-3567 59 10 include include VB www-sonatype-com-3567 59 11 a a DT www-sonatype-com-3567 59 12 backdoor backdoor JJ www-sonatype-com-3567 59 13 vulnerability vulnerability NN www-sonatype-com-3567 59 14 . . . www-sonatype-com-3567 60 1 While while IN www-sonatype-com-3567 60 2 the the DT www-sonatype-com-3567 60 3 package package NN www-sonatype-com-3567 60 4 had have VBD www-sonatype-com-3567 60 5 been be VBN www-sonatype-com-3567 60 6 reported report VBN www-sonatype-com-3567 60 7 as as IN www-sonatype-com-3567 60 8 containing contain VBG www-sonatype-com-3567 60 9 a a DT www-sonatype-com-3567 60 10 known know VBN www-sonatype-com-3567 60 11 vulnerability vulnerability NN www-sonatype-com-3567 60 12 , , , www-sonatype-com-3567 60 13 it -PRON- PRP www-sonatype-com-3567 60 14 had have VBD www-sonatype-com-3567 60 15 not not RB www-sonatype-com-3567 60 16 been be VBN www-sonatype-com-3567 60 17 removed remove VBN www-sonatype-com-3567 60 18 from from IN www-sonatype-com-3567 60 19 the the DT www-sonatype-com-3567 60 20 Python Python NNP www-sonatype-com-3567 60 21 package package NN www-sonatype-com-3567 60 22 repository repository NN www-sonatype-com-3567 60 23 . . . www-sonatype-com-3567 61 1 ⊲ ⊲ CD www-sonatype-com-3567 61 2 230 230 CD www-sonatype-com-3567 61 3 RubyGems RubyGems NNP www-sonatype-com-3567 61 4 Pulled pull VBN www-sonatype-com-3567 61 5 for for IN www-sonatype-com-3567 61 6 typosquatting typosquatting NN www-sonatype-com-3567 61 7 or or CC www-sonatype-com-3567 61 8 impersonating impersonate VBG www-sonatype-com-3567 61 9 popular popular JJ www-sonatype-com-3567 61 10 open open JJ www-sonatype-com-3567 61 11 source source NN www-sonatype-com-3567 61 12 packages package NNS www-sonatype-com-3567 61 13 . . . www-sonatype-com-3567 62 1 AUGUST AUGUST NNP www-sonatype-com-3567 62 2 2019 2019 CD www-sonatype-com-3567 62 3 ⊲ ⊲ CD www-sonatype-com-3567 62 4 109 109 CD www-sonatype-com-3567 62 5 RubyGems RubyGems NNP www-sonatype-com-3567 62 6 Yanked yank VBN www-sonatype-com-3567 62 7 from from IN www-sonatype-com-3567 62 8 the the DT www-sonatype-com-3567 62 9 repository repository NN www-sonatype-com-3567 62 10 for for IN www-sonatype-com-3567 62 11 typosquatting.12 typosquatting.12 NNP www-sonatype-com-3567 62 12 ⊲ ⊲ CD www-sonatype-com-3567 62 13 rest rest NN www-sonatype-com-3567 62 14 - - HYPH www-sonatype-com-3567 62 15 client client NN www-sonatype-com-3567 62 16 , , , www-sonatype-com-3567 62 17 coming come VBG www-sonatype-com-3567 62 18 - - : www-sonatype-com-3567 62 19 soon soon RB www-sonatype-com-3567 62 20 , , , www-sonatype-com-3567 62 21 and and CC www-sonatype-com-3567 62 22 cron_parser cron_parser NNP www-sonatype-com-3567 62 23 Adversaries Adversaries NNPS www-sonatype-com-3567 62 24 compromised compromise VBD www-sonatype-com-3567 62 25 the the DT www-sonatype-com-3567 62 26 account account NN www-sonatype-com-3567 62 27 of of IN www-sonatype-com-3567 62 28 a a DT www-sonatype-com-3567 62 29 rest rest NN www-sonatype-com-3567 62 30 - - HYPH www-sonatype-com-3567 62 31 cli- cli- NN www-sonatype-com-3567 62 32 ent ent NN www-sonatype-com-3567 62 33 maintainer maintainer NN www-sonatype-com-3567 62 34 to to TO www-sonatype-com-3567 62 35 install install VB www-sonatype-com-3567 62 36 crypto crypto NN www-sonatype-com-3567 62 37 miners miner NNS www-sonatype-com-3567 62 38 in in IN www-sonatype-com-3567 62 39 versions version NNS www-sonatype-com-3567 62 40 1.6.10 1.6.10 CD www-sonatype-com-3567 62 41 to to IN www-sonatype-com-3567 62 42 1.6.13 1.6.13 CD www-sonatype-com-3567 62 43 . . . www-sonatype-com-3567 63 1 Affected affect VBN www-sonatype-com-3567 63 2 versions version NNS www-sonatype-com-3567 63 3 were be VBD www-sonatype-com-3567 63 4 downloaded download VBN www-sonatype-com-3567 63 5 about about IN www-sonatype-com-3567 63 6 1000 1000 CD www-sonatype-com-3567 63 7 times time NNS www-sonatype-com-3567 63 8 . . . www-sonatype-com-3567 64 1 Similar similar JJ www-sonatype-com-3567 64 2 vulnerabilities vulnerability NNS www-sonatype-com-3567 64 3 were be VBD www-sonatype-com-3567 64 4 found find VBN www-sonatype-com-3567 64 5 in in IN www-sonatype-com-3567 64 6 Gem Gem NNP www-sonatype-com-3567 64 7 packages package NNS www-sonatype-com-3567 64 8 : : : www-sonatype-com-3567 64 9 coming come VBG www-sonatype-com-3567 64 10 - - : www-sonatype-com-3567 64 11 soon soon RB www-sonatype-com-3567 64 12 and and CC www-sonatype-com-3567 64 13 cron_parser.13 cron_parser.13 NNP www-sonatype-com-3567 64 14 ⊲ ⊲ HYPH www-sonatype-com-3567 64 15 bb bb NN www-sonatype-com-3567 64 16 - - HYPH www-sonatype-com-3567 64 17 builder builder NN www-sonatype-com-3567 64 18 Removed remove VBN www-sonatype-com-3567 64 19 from from IN www-sonatype-com-3567 64 20 the the DT www-sonatype-com-3567 64 21 npm npm NN www-sonatype-com-3567 64 22 repository repository NN www-sonatype-com-3567 64 23 after after IN www-sonatype-com-3567 64 24 it -PRON- PRP www-sonatype-com-3567 64 25 was be VBD www-sonatype-com-3567 64 26 discovered discover VBN www-sonatype-com-3567 64 27 that that IN www-sonatype-com-3567 64 28 it -PRON- PRP www-sonatype-com-3567 64 29 stole steal VBD www-sonatype-com-3567 64 30 login login NNP www-sonatype-com-3567 64 31 information information NN www-sonatype-com-3567 64 32 from from IN www-sonatype-com-3567 64 33 the the DT www-sonatype-com-3567 64 34 computers computer NNS www-sonatype-com-3567 64 35 it -PRON- PRP www-sonatype-com-3567 64 36 was be VBD www-sonatype-com-3567 64 37 installed instal VBN www-sonatype-com-3567 64 38 on on IN www-sonatype-com-3567 64 39 and and CC www-sonatype-com-3567 64 40 sent send VBD www-sonatype-com-3567 64 41 sensitive sensitive JJ www-sonatype-com-3567 64 42 information information NN www-sonatype-com-3567 64 43 to to IN www-sonatype-com-3567 64 44 a a DT www-sonatype-com-3567 64 45 remote remote JJ www-sonatype-com-3567 64 46 server.14 server.14 NNP www-sonatype-com-3567 64 47 OCTOBER OCTOBER NNP www-sonatype-com-3567 64 48 2019 2019 CD www-sonatype-com-3567 64 49 ⊲ ⊲ CD www-sonatype-com-3567 64 50 basic_authable basic_authable NNP www-sonatype-com-3567 64 51 Three three CD www-sonatype-com-3567 64 52 versions version NNS www-sonatype-com-3567 64 53 of of IN www-sonatype-com-3567 64 54 this this DT www-sonatype-com-3567 64 55 Gems Gems NNP www-sonatype-com-3567 64 56 package package NN www-sonatype-com-3567 64 57 released release VBN www-sonatype-com-3567 64 58 in in IN www-sonatype-com-3567 64 59 2017 2017 CD www-sonatype-com-3567 64 60 were be VBD www-sonatype-com-3567 64 61 yanked yank VBN www-sonatype-com-3567 64 62 from from IN www-sonatype-com-3567 64 63 the the DT www-sonatype-com-3567 64 64 Gems Gems NNP www-sonatype-com-3567 64 65 repository repository NN www-sonatype-com-3567 64 66 due due IN www-sonatype-com-3567 64 67 to to IN www-sonatype-com-3567 64 68 their -PRON- PRP$ www-sonatype-com-3567 64 69 malicious malicious JJ www-sonatype-com-3567 64 70 nature nature NN www-sonatype-com-3567 64 71 . . . www-sonatype-com-3567 65 1 NOVEMBER NOVEMBER NNP www-sonatype-com-3567 65 2 2019 2019 CD www-sonatype-com-3567 65 3 ⊲ ⊲ CD www-sonatype-com-3567 65 4 sj sj NNP www-sonatype-com-3567 65 5 - - HYPH www-sonatype-com-3567 65 6 tw tw JJ www-sonatype-com-3567 65 7 - - HYPH www-sonatype-com-3567 65 8 test test NN www-sonatype-com-3567 65 9 - - HYPH www-sonatype-com-3567 65 10 security security NN www-sonatype-com-3567 65 11 All all DT www-sonatype-com-3567 65 12 versions version NNS www-sonatype-com-3567 65 13 of of IN www-sonatype-com-3567 65 14 the the DT www-sonatype-com-3567 65 15 component component NN www-sonatype-com-3567 65 16 contain contain NN www-sonatype-com-3567 65 17 malicious malicious JJ www-sonatype-com-3567 65 18 backdoor backdoor NNP www-sonatype-com-3567 65 19 code code NNP www-sonatype-com-3567 65 20 that that IN www-sonatype-com-3567 65 21 downloads download VBZ www-sonatype-com-3567 65 22 and and CC www-sonatype-com-3567 65 23 runs run VBZ www-sonatype-com-3567 65 24 a a DT www-sonatype-com-3567 65 25 script script NN www-sonatype-com-3567 65 26 that that WDT www-sonatype-com-3567 65 27 opens open VBZ www-sonatype-com-3567 65 28 a a DT www-sonatype-com-3567 65 29 reverse reverse JJ www-sonatype-com-3567 65 30 shell shell NN www-sonatype-com-3567 65 31 in in IN www-sonatype-com-3567 65 32 the the DT www-sonatype-com-3567 65 33 system system NN www-sonatype-com-3567 65 34 , , , www-sonatype-com-3567 65 35 allowing allow VBG www-sonatype-com-3567 65 36 a a DT www-sonatype-com-3567 65 37 remote remote JJ www-sonatype-com-3567 65 38 attacker attacker NN www-sonatype-com-3567 65 39 to to TO www-sonatype-com-3567 65 40 compromise compromise VB www-sonatype-com-3567 65 41 the the DT www-sonatype-com-3567 65 42 affected affected JJ www-sonatype-com-3567 65 43 system.15 system.15 NNP www-sonatype-com-3567 65 44 ⊲ ⊲ HYPH www-sonatype-com-3567 65 45 lodahs lodah NNS www-sonatype-com-3567 65 46 , , , www-sonatype-com-3567 65 47 web3b web3b NN www-sonatype-com-3567 65 48 , , , www-sonatype-com-3567 65 49 and and CC www-sonatype-com-3567 65 50 web3-eht web3-eht LS www-sonatype-com-3567 65 51 Taking take VBG www-sonatype-com-3567 65 52 advantage advantage NN www-sonatype-com-3567 65 53 of of IN www-sonatype-com-3567 65 54 a a DT www-sonatype-com-3567 65 55 typosquatting typosquatting NN www-sonatype-com-3567 65 56 exploit exploit NN www-sonatype-com-3567 65 57 for for IN www-sonatype-com-3567 65 58 lodash lodash NNP www-sonatype-com-3567 65 59 npm npm NNP www-sonatype-com-3567 65 60 packages package NNS www-sonatype-com-3567 65 61 , , , www-sonatype-com-3567 65 62 all all DT www-sonatype-com-3567 65 63 versions version NNS www-sonatype-com-3567 65 64 of of IN www-sonatype-com-3567 65 65 the the DT www-sonatype-com-3567 65 66 “ " `` www-sonatype-com-3567 65 67 lodahs lodah NNS www-sonatype-com-3567 65 68 ” " '' www-sonatype-com-3567 65 69 package package NN www-sonatype-com-3567 65 70 contained contain VBD www-sonatype-com-3567 65 71 malware malware NNP www-sonatype-com-3567 65 72 designed design VBN www-sonatype-com-3567 65 73 to to TO www-sonatype-com-3567 65 74 find find VB www-sonatype-com-3567 65 75 and and CC www-sonatype-com-3567 65 76 exfiltrate exfiltrate VB www-sonatype-com-3567 65 77 cryptocurrency cryptocurrency NN www-sonatype-com-3567 65 78 wallets wallet NNS www-sonatype-com-3567 65 79 . . . www-sonatype-com-3567 66 1 web3b web3b NNP www-sonatype-com-3567 66 2 and and CC www-sonatype-com-3567 66 3 web3- web3- CD www-sonatype-com-3567 66 4 eht eht NNP www-sonatype-com-3567 66 5 were be VBD www-sonatype-com-3567 66 6 removed remove VBN www-sonatype-com-3567 66 7 for for IN www-sonatype-com-3567 66 8 the the DT www-sonatype-com-3567 66 9 same same JJ www-sonatype-com-3567 66 10 exploit exploit NN www-sonatype-com-3567 66 11 pattern pattern NN www-sonatype-com-3567 66 12 . . . www-sonatype-com-3567 67 1 DECEMBER DECEMBER NNP www-sonatype-com-3567 67 2 2019 2019 CD www-sonatype-com-3567 67 3 ⊲ ⊲ CD www-sonatype-com-3567 67 4 python3-dateutil python3-dateutil NNP www-sonatype-com-3567 67 5 and and CC www-sonatype-com-3567 67 6 jeIlyfish jeIlyfish NNP www-sonatype-com-3567 67 7 Two two CD www-sonatype-com-3567 67 8 trojanized trojanize VBN www-sonatype-com-3567 67 9 PyPI pypi NN www-sonatype-com-3567 67 10 packages package NNS www-sonatype-com-3567 67 11 were be VBD www-sonatype-com-3567 67 12 caught catch VBN www-sonatype-com-3567 67 13 stealing steal VBG www-sonatype-com-3567 67 14 SSH SSH NNP www-sonatype-com-3567 67 15 and and CC www-sonatype-com-3567 67 16 GPG GPG NNP www-sonatype-com-3567 67 17 keys key NNS www-sonatype-com-3567 67 18 from from IN www-sonatype-com-3567 67 19 the the DT www-sonatype-com-3567 67 20 projects project NNS www-sonatype-com-3567 67 21 of of IN www-sonatype-com-3567 67 22 infected infected JJ www-sonatype-com-3567 67 23 developers developer NNS www-sonatype-com-3567 67 24 . . . www-sonatype-com-3567 68 1 The the DT www-sonatype-com-3567 68 2 two two CD www-sonatype-com-3567 68 3 libraries library NNS www-sonatype-com-3567 68 4 imitated imitate VBD www-sonatype-com-3567 68 5 the the DT www-sonatype-com-3567 68 6 popular popular JJ www-sonatype-com-3567 68 7 “ " `` www-sonatype-com-3567 68 8 dateutil dateutil NNP www-sonatype-com-3567 68 9 ” " '' www-sonatype-com-3567 68 10 and and CC www-sonatype-com-3567 68 11 “ " `` www-sonatype-com-3567 68 12 jeIlyfish jeIlyfish NNP www-sonatype-com-3567 68 13 ” " '' www-sonatype-com-3567 68 14 ( ( -LRB- www-sonatype-com-3567 68 15 the the DT www-sonatype-com-3567 68 16 first first JJ www-sonatype-com-3567 68 17 L L NNP www-sonatype-com-3567 68 18 is be VBZ www-sonatype-com-3567 68 19 an an DT www-sonatype-com-3567 68 20 I).16 I).16 NNP www-sonatype-com-3567 68 21 JANUARY JANUARY NNP www-sonatype-com-3567 68 22 2020 2020 CD www-sonatype-com-3567 68 23 ⊲ ⊲ CD www-sonatype-com-3567 68 24 1337qq 1337qq NNP www-sonatype-com-3567 68 25 - - : www-sonatype-com-3567 68 26 js js NN www-sonatype-com-3567 68 27 The the DT www-sonatype-com-3567 68 28 malicious malicious JJ www-sonatype-com-3567 68 29 npm npm NN www-sonatype-com-3567 68 30 package package NN www-sonatype-com-3567 68 31 exfiltrates exfiltrate VBZ www-sonatype-com-3567 68 32 sensitive sensitive JJ www-sonatype-com-3567 68 33 information information NN www-sonatype-com-3567 68 34 such such JJ www-sonatype-com-3567 68 35 as as IN www-sonatype-com-3567 68 36 hard hard RB www-sonatype-com-3567 68 37 - - HYPH www-sonatype-com-3567 68 38 coded code VBN www-sonatype-com-3567 68 39 passwords password NNS www-sonatype-com-3567 68 40 or or CC www-sonatype-com-3567 68 41 API api NN www-sonatype-com-3567 68 42 access access NN www-sonatype-com-3567 68 43 tokens token NNS www-sonatype-com-3567 68 44 through through IN 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70 2 include include VBP www-sonatype-com-3567 70 3 “ " `` www-sonatype-com-3567 70 4 atlas atlas NNP www-sonatype-com-3567 70 5 - - HYPH www-sonatype-com-3567 70 6 client client NN www-sonatype-com-3567 70 7 ” " '' www-sonatype-com-3567 70 8 ( ( -LRB- www-sonatype-com-3567 70 9 downloaded download VBN www-sonatype-com-3567 70 10 2,100 2,100 CD www-sonatype-com-3567 70 11 times time NNS www-sonatype-com-3567 70 12 by by IN www-sonatype-com-3567 70 13 developers).18 developers).18 NN www-sonatype-com-3567 70 14 MAY MAY NNP www-sonatype-com-3567 70 15 2020 2020 CD www-sonatype-com-3567 70 16 ⊲ ⊲ CD www-sonatype-com-3567 70 17 Octopus Octopus NNP www-sonatype-com-3567 70 18 Scanner Scanner NNP www-sonatype-com-3567 70 19 26 26 CD www-sonatype-com-3567 70 20 open open JJ www-sonatype-com-3567 70 21 source source NN www-sonatype-com-3567 70 22 packages package NNS www-sonatype-com-3567 70 23 were be VBD www-sonatype-com-3567 70 24 found find VBN www-sonatype-com-3567 70 25 to to TO www-sonatype-com-3567 70 26 be be VB www-sonatype-com-3567 70 27 compromised compromise VBN www-sonatype-com-3567 70 28 through through IN www-sonatype-com-3567 70 29 malicious malicious JJ www-sonatype-com-3567 70 30 code code NN www-sonatype-com-3567 70 31 injection injection NN www-sonatype-com-3567 70 32 . . . www-sonatype-com-3567 71 1 The the DT www-sonatype-com-3567 71 2 malware malware NN www-sonatype-com-3567 71 3 was be VBD www-sonatype-com-3567 71 4 designed design VBN www-sonatype-com-3567 71 5 to to TO www-sonatype-com-3567 71 6 enumerate enumerate VB www-sonatype-com-3567 71 7 and and CC www-sonatype-com-3567 71 8 backdoor backdoor JJ www-sonatype-com-3567 71 9 projects project NNS www-sonatype-com-3567 71 10 through through IN www-sonatype-com-3567 71 11 the the DT www-sonatype-com-3567 71 12 NetBeans NetBeans NNP www-sonatype-com-3567 71 13 IDE IDE NNP www-sonatype-com-3567 71 14 . . . www-sonatype-com-3567 72 1 82020 82020 CD www-sonatype-com-3567 72 2 STATE STATE NNP 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www-sonatype-com-3567 72 30 O o NN www-sonatype-com-3567 72 31 P p NN www-sonatype-com-3567 72 32 E e NN www-sonatype-com-3567 72 33 N n NN www-sonatype-com-3567 72 34 S s NN www-sonatype-com-3567 72 35 O o NN www-sonatype-com-3567 72 36 U u NN www-sonatype-com-3567 72 37 R r NN www-sonatype-com-3567 72 38 C c NN www-sonatype-com-3567 72 39 E e NN www-sonatype-com-3567 72 40 https://pypi.org/project/python-dateutil/ https://pypi.org/project/python-dateutil/ NNP www-sonatype-com-3567 72 41 https://pypi.org/project/jeIlyfish/ https://pypi.org/project/jeIlyfish/ NNP www-sonatype-com-3567 72 42 Back back RB www-sonatype-com-3567 72 43 - - HYPH www-sonatype-com-3567 72 44 doored doore VBN www-sonatype-com-3567 72 45 Gems Gems NNP www-sonatype-com-3567 72 46 bootstrap bootstrap NN www-sonatype-com-3567 72 47 - - HYPH www-sonatype-com-3567 72 48 sass sass NN www-sonatype-com-3567 72 49 RCE RCE NNP www-sonatype-com-3567 72 50 package package NN www-sonatype-com-3567 72 51 discovered discover VBD www-sonatype-com-3567 72 52 . . . www-sonatype-com-3567 73 1 A a DT www-sonatype-com-3567 73 2 malicious malicious JJ www-sonatype-com-3567 73 3 version version NN www-sonatype-com-3567 73 4 of of IN www-sonatype-com-3567 73 5 the the DT www-sonatype-com-3567 73 6 popular popular JJ www-sonatype-com-3567 73 7 bootstrap bootstrap NN www-sonatype-com-3567 73 8 - - HYPH www-sonatype-com-3567 73 9 sass sass NN www-sonatype-com-3567 73 10 package package NN www-sonatype-com-3567 73 11 , , , www-sonatype-com-3567 73 12 downloaded download VBD www-sonatype-com-3567 73 13 a a DT www-sonatype-com-3567 73 14 total total NN www-sonatype-com-3567 73 15 of of IN www-sonatype-com-3567 73 16 28 28 CD www-sonatype-com-3567 73 17 million million CD www-sonatype-com-3567 73 18 times time NNS www-sonatype-com-3567 73 19 to to IN www-sonatype-com-3567 73 20 date date NN www-sonatype-com-3567 73 21 , , , www-sonatype-com-3567 73 22 and and CC www-sonatype-com-3567 73 23 with with IN www-sonatype-com-3567 73 24 1.6 1.6 CD www-sonatype-com-3567 73 25 K K NNP www-sonatype-com-3567 73 26 dependencies dependency NNS www-sonatype-com-3567 73 27 , , , www-sonatype-com-3567 73 28 is be VBZ www-sonatype-com-3567 73 29 published publish VBN www-sonatype-com-3567 73 30 to to IN www-sonatype-com-3567 73 31 the the DT www-sonatype-com-3567 73 32 RubyGems RubyGems NNP www-sonatype-com-3567 73 33 repository repository NN www-sonatype-com-3567 73 34 . . . www-sonatype-com-3567 74 1 JUN JUN NNP www-sonatype-com-3567 74 2 2018 2018 CD www-sonatype-com-3567 74 3 AUG AUG NNP www-sonatype-com-3567 74 4 2018 2018 CD www-sonatype-com-3567 74 5 MAY MAY NNP www-sonatype-com-3567 74 6 2018 2018 CD www-sonatype-com-3567 74 7 JUL JUL NNP www-sonatype-com-3567 74 8 2017 2017 CD www-sonatype-com-3567 74 9 MAR MAR NNP www-sonatype-com-3567 74 10 2018 2018 CD www-sonatype-com-3567 74 11 JUN JUN NNP www-sonatype-com-3567 74 12 2019 2019 CD www-sonatype-com-3567 74 13 NOV NOV NNP www-sonatype-com-3567 74 14 2019 2019 CD www-sonatype-com-3567 74 15 APR APR NNP www-sonatype-com-3567 74 16 2020 2020 CD www-sonatype-com-3567 74 17 AUG AUG NNP www-sonatype-com-3567 74 18 2019 2019 CD www-sonatype-com-3567 74 19 NOV NOV NNP www-sonatype-com-3567 74 20 2018 2018 CD www-sonatype-com-3567 74 21 JAN JAN NNP www-sonatype-com-3567 74 22 2020 2020 CD www-sonatype-com-3567 74 23 MAR MAR NNP www-sonatype-com-3567 74 24 2019 2019 CD www-sonatype-com-3567 74 25 OCT OCT NNP www-sonatype-com-3567 74 26 2019 2019 CD www-sonatype-com-3567 74 27 FEB FEB NNP www-sonatype-com-3567 74 28 2020 2020 CD www-sonatype-com-3567 74 29 DEC DEC NNP www-sonatype-com-3567 74 30 2019 2019 CD www-sonatype-com-3567 74 31 MAY MAY NNP www-sonatype-com-3567 74 32 2020 2020 CD www-sonatype-com-3567 74 33 JUL JUL NNP www-sonatype-com-3567 74 34 2019 2019 CD www-sonatype-com-3567 74 35 JUL JUL NNP www-sonatype-com-3567 74 36 2018 2018 CD www-sonatype-com-3567 74 37 npm npm NN www-sonatype-com-3567 74 38 credentials credential NNS www-sonatype-com-3567 74 39 published publish VBN www-sonatype-com-3567 74 40 online online RB www-sonatype-com-3567 74 41 . . . www-sonatype-com-3567 75 1 A a DT www-sonatype-com-3567 75 2 � � NNP www-sonatype-com-3567 75 3 ects ect VBZ www-sonatype-com-3567 75 4 access access NN www-sonatype-com-3567 75 5 to to IN www-sonatype-com-3567 75 6 14 14 CD www-sonatype-com-3567 75 7 % % NN www-sonatype-com-3567 75 8 of of IN www-sonatype-com-3567 75 9 the the DT www-sonatype-com-3567 75 10 npm npm NNP www-sonatype-com-3567 75 11 repo repo NNP www-sonatype-com-3567 75 12 ( ( -LRB- www-sonatype-com-3567 75 13 79 79 CD www-sonatype-com-3567 75 14 K K NNP www-sonatype-com-3567 75 15 packages package NNS www-sonatype-com-3567 75 16 ) ) -RRB- www-sonatype-com-3567 75 17 . . . www-sonatype-com-3567 76 1 Malicious malicious JJ www-sonatype-com-3567 76 2 npm npm NNS www-sonatype-com-3567 76 3 packaged package VBN www-sonatype-com-3567 76 4 typosquated typosquate VBN www-sonatype-com-3567 76 5 . . . www-sonatype-com-3567 77 1 40 40 CD www-sonatype-com-3567 77 2 packages package NNS www-sonatype-com-3567 77 3 harvested harvest VBN www-sonatype-com-3567 77 4 over over IN www-sonatype-com-3567 77 5 two two CD www-sonatype-com-3567 77 6 weeks week NNS www-sonatype-com-3567 77 7 , , , www-sonatype-com-3567 77 8 collecting collect VBG www-sonatype-com-3567 77 9 credentials credential NNS www-sonatype-com-3567 77 10 used use VBN www-sonatype-com-3567 77 11 to to TO www-sonatype-com-3567 77 12 publish publish VB www-sonatype-com-3567 77 13 to to IN www-sonatype-com-3567 77 14 the the DT www-sonatype-com-3567 77 15 npm npm NNP www-sonatype-com-3567 77 16 repository repository NNP www-sonatype-com-3567 77 17 itself -PRON- PRP www-sonatype-com-3567 77 18 . . . www-sonatype-com-3567 78 1 docker123321 docker123321 NN www-sonatype-com-3567 78 2 images image NNS www-sonatype-com-3567 78 3 created create VBN www-sonatype-com-3567 78 4 on on IN www-sonatype-com-3567 78 5 Docker Docker NNP www-sonatype-com-3567 78 6 Hub Hub NNP www-sonatype-com-3567 78 7 . . . www-sonatype-com-3567 79 1 Later later RB www-sonatype-com-3567 79 2 accused accuse VBN www-sonatype-com-3567 79 3 of of IN www-sonatype-com-3567 79 4 poisoning poison VBG www-sonatype-com-3567 79 5 a a DT www-sonatype-com-3567 79 6 Kubernetes Kubernetes NNP www-sonatype-com-3567 79 7 honeypot honeypot NN www-sonatype-com-3567 79 8 ( ( -LRB- www-sonatype-com-3567 79 9 01/18 01/18 CD www-sonatype-com-3567 79 10 ) ) -RRB- www-sonatype-com-3567 79 11 and and CC www-sonatype-com-3567 79 12 equated equate VBD www-sonatype-com-3567 79 13 to to IN www-sonatype-com-3567 79 14 a a DT www-sonatype-com-3567 79 15 crypto crypto NN www-sonatype-com-3567 79 16 - - HYPH www-sonatype-com-3567 79 17 mining mining NN www-sonatype-com-3567 79 18 botnet botnet NN www-sonatype-com-3567 79 19 ( ( -LRB- www-sonatype-com-3567 79 20 05/18 05/18 CD www-sonatype-com-3567 79 21 ) ) -RRB- www-sonatype-com-3567 79 22 . . . www-sonatype-com-3567 80 1 Cryptocurrency cryptocurrency NN www-sonatype-com-3567 80 2 attack attack NN www-sonatype-com-3567 80 3 via via IN www-sonatype-com-3567 80 4 malicious malicious JJ www-sonatype-com-3567 80 5 code code NN www-sonatype-com-3567 80 6 injection injection NN www-sonatype-com-3567 80 7 . . . www-sonatype-com-3567 81 1 Malicious malicious JJ www-sonatype-com-3567 81 2 code code NN www-sonatype-com-3567 81 3 targets target VBZ www-sonatype-com-3567 81 4 users user NNS www-sonatype-com-3567 81 5 of of IN www-sonatype-com-3567 81 6 Agama Agama NNP www-sonatype-com-3567 81 7 cryptocurrency cryptocurrency NN www-sonatype-com-3567 81 8 wallets wallet NNS www-sonatype-com-3567 81 9 focusing focus VBG www-sonatype-com-3567 81 10 on on IN www-sonatype-com-3567 81 11 stealing steal VBG www-sonatype-com-3567 81 12 the the DT www-sonatype-com-3567 81 13 wallet wallet NN www-sonatype-com-3567 81 14 seeds seed NNS www-sonatype-com-3567 81 15 and and CC www-sonatype-com-3567 81 16 login login NNP www-sonatype-com-3567 81 17 passphrases passphrase NNS www-sonatype-com-3567 81 18 . . . www-sonatype-com-3567 82 1 passgen passgen NNP www-sonatype-com-3567 82 2 A a DT www-sonatype-com-3567 82 3 RubyGems RubyGems NNP www-sonatype-com-3567 82 4 package package NN www-sonatype-com-3567 82 5 discovered discover VBD www-sonatype-com-3567 82 6 that that WDT www-sonatype-com-3567 82 7 contains contain VBZ www-sonatype-com-3567 82 8 a a DT www-sonatype-com-3567 82 9 backdoor backdoor NN www-sonatype-com-3567 82 10 in in IN www-sonatype-com-3567 82 11 its -PRON- PRP$ www-sonatype-com-3567 82 12 latest late JJS www-sonatype-com-3567 82 13 release release NN www-sonatype-com-3567 82 14 that that WDT www-sonatype-com-3567 82 15 was be VBD www-sonatype-com-3567 82 16 used use VBN www-sonatype-com-3567 82 17 for for IN www-sonatype-com-3567 82 18 cookie cookie NN www-sonatype-com-3567 82 19 stealing stealing NN www-sonatype-com-3567 82 20 . . . www-sonatype-com-3567 83 1 23 23 CD www-sonatype-com-3567 83 2 RubyGems RubyGems NNP www-sonatype-com-3567 83 3 packages package NNS www-sonatype-com-3567 83 4 pulled pull VBD www-sonatype-com-3567 83 5 from from IN www-sonatype-com-3567 83 6 the the DT www-sonatype-com-3567 83 7 public public JJ www-sonatype-com-3567 83 8 repository repository NN www-sonatype-com-3567 83 9 . . . www-sonatype-com-3567 84 1 Packages package NNS www-sonatype-com-3567 84 2 were be VBD www-sonatype-com-3567 84 3 pulled pull VBN www-sonatype-com-3567 84 4 from from IN www-sonatype-com-3567 84 5 the the DT www-sonatype-com-3567 84 6 public public JJ www-sonatype-com-3567 84 7 repository repository NN www-sonatype-com-3567 84 8 because because IN www-sonatype-com-3567 84 9 they -PRON- PRP www-sonatype-com-3567 84 10 contained contain VBD www-sonatype-com-3567 84 11 code code NN www-sonatype-com-3567 84 12 for for IN www-sonatype-com-3567 84 13 cryptomining cryptomining NN www-sonatype-com-3567 84 14 or or CC www-sonatype-com-3567 84 15 cookie cookie NN www-sonatype-com-3567 84 16 / / SYM www-sonatype-com-3567 84 17 password password NN www-sonatype-com-3567 84 18 stealing steal VBG www-sonatype-com-3567 84 19 . . . www-sonatype-com-3567 85 1 Code code NN www-sonatype-com-3567 85 2 for for IN www-sonatype-com-3567 85 3 cryptocurrency cryptocurrency NN www-sonatype-com-3567 85 4 theft theft NN www-sonatype-com-3567 85 5 identified identify VBN www-sonatype-com-3567 85 6 in in IN www-sonatype-com-3567 85 7 npm npm NNP www-sonatype-com-3567 85 8 package package NN www-sonatype-com-3567 85 9 . . . www-sonatype-com-3567 86 1 Electron Electron NNP www-sonatype-com-3567 86 2 - - HYPH www-sonatype-com-3567 86 3 native native JJ www-sonatype-com-3567 86 4 - - HYPH www-sonatype-com-3567 86 5 notify notify NN www-sonatype-com-3567 86 6 ( ( -LRB- www-sonatype-com-3567 86 7 versions version NNS www-sonatype-com-3567 86 8 1.1.6 1.1.6 CD www-sonatype-com-3567 86 9 ) ) -RRB- www-sonatype-com-3567 86 10 contains contain VBZ www-sonatype-com-3567 86 11 code code NN www-sonatype-com-3567 86 12 designed design VBN www-sonatype-com-3567 86 13 to to TO www-sonatype-com-3567 86 14 steal steal VB www-sonatype-com-3567 86 15 cryptocurrency cryptocurrency NN www-sonatype-com-3567 86 16 wallet wallet NN www-sonatype-com-3567 86 17 seeds seed NNS www-sonatype-com-3567 86 18 and and CC www-sonatype-com-3567 86 19 other other JJ www-sonatype-com-3567 86 20 login login NN www-sonatype-com-3567 86 21 instruction instruction NN www-sonatype-com-3567 86 22 details detail NNS www-sonatype-com-3567 86 23 . . . www-sonatype-com-3567 87 1 npm npm NNP www-sonatype-com-3567 87 2 credentials credential NNS www-sonatype-com-3567 87 3 intentionally intentionally RB www-sonatype-com-3567 87 4 compromised compromise VBD www-sonatype-com-3567 87 5 . . . www-sonatype-com-3567 88 1 A a DT www-sonatype-com-3567 88 2 malicious malicious JJ www-sonatype-com-3567 88 3 version version NN www-sonatype-com-3567 88 4 of of IN www-sonatype-com-3567 88 5 a a DT www-sonatype-com-3567 88 6 package package NN www-sonatype-com-3567 88 7 from from IN www-sonatype-com-3567 88 8 a a DT www-sonatype-com-3567 88 9 core core NN www-sonatype-com-3567 88 10 contributor contributor NN www-sonatype-com-3567 88 11 to to IN www-sonatype-com-3567 88 12 the the DT www-sonatype-com-3567 88 13 conventional- conventional- NN www-sonatype-com-3567 88 14 changelog changelog NNP www-sonatype-com-3567 88 15 ecosystem ecosystem NNP www-sonatype-com-3567 88 16 is be VBZ www-sonatype-com-3567 88 17 published publish VBN www-sonatype-com-3567 88 18 . . . www-sonatype-com-3567 89 1 The the DT www-sonatype-com-3567 89 2 package package NN www-sonatype-com-3567 89 3 was be VBD www-sonatype-com-3567 89 4 installed instal VBN www-sonatype-com-3567 89 5 28,000 28,000 CD www-sonatype-com-3567 89 6 times time NNS www-sonatype-com-3567 89 7 in in IN www-sonatype-com-3567 89 8 35 35 CD www-sonatype-com-3567 89 9 hours hour NNS www-sonatype-com-3567 89 10 and and CC www-sonatype-com-3567 89 11 executed execute VBD www-sonatype-com-3567 89 12 a a DT www-sonatype-com-3567 89 13 Monero Monero NNP www-sonatype-com-3567 89 14 crypto crypto NN www-sonatype-com-3567 89 15 miner miner NN www-sonatype-com-3567 89 16 . . . www-sonatype-com-3567 90 1 Homebrew homebrew JJ www-sonatype-com-3567 90 2 repository repository NN www-sonatype-com-3567 90 3 compromised compromise VBD www-sonatype-com-3567 90 4 . . . www-sonatype-com-3567 91 1 Accessed access VBN www-sonatype-com-3567 91 2 in in IN www-sonatype-com-3567 91 3 under under IN www-sonatype-com-3567 91 4 30 30 CD www-sonatype-com-3567 91 5 minutes minute NNS www-sonatype-com-3567 91 6 through through IN www-sonatype-com-3567 91 7 an an DT www-sonatype-com-3567 91 8 exposed expose VBN www-sonatype-com-3567 91 9 GitHub GitHub NNP www-sonatype-com-3567 91 10 API api NN www-sonatype-com-3567 91 11 token token JJ www-sonatype-com-3567 91 12 . . . www-sonatype-com-3567 92 1 Deleted delete VBN www-sonatype-com-3567 92 2 go go NN www-sonatype-com-3567 92 3 - - HYPH www-sonatype-com-3567 92 4 bindata bindata NN www-sonatype-com-3567 92 5 account account NN www-sonatype-com-3567 92 6 resurrected resurrect VBN www-sonatype-com-3567 92 7 by by IN www-sonatype-com-3567 92 8 an an DT www-sonatype-com-3567 92 9 unknown unknown JJ www-sonatype-com-3567 92 10 user user NN www-sonatype-com-3567 92 11 . . . www-sonatype-com-3567 93 1 After after IN www-sonatype-com-3567 93 2 a a DT www-sonatype-com-3567 93 3 developer developer NN www-sonatype-com-3567 93 4 deleted delete VBD www-sonatype-com-3567 93 5 their -PRON- PRP$ www-sonatype-com-3567 93 6 GitHub GitHub NNP www-sonatype-com-3567 93 7 account account NN www-sonatype-com-3567 93 8 , , , www-sonatype-com-3567 93 9 someone someone NN www-sonatype-com-3567 93 10 immediately immediately RB www-sonatype-com-3567 93 11 grabbed grab VBD www-sonatype-com-3567 93 12 the the DT www-sonatype-com-3567 93 13 ID ID NNP 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Python NNP www-sonatype-com-3567 95 2 module module JJ www-sonatype-com-3567 95 3 ssh ssh NN www-sonatype-com-3567 95 4 - - HYPH www-sonatype-com-3567 95 5 decorator decorator NN www-sonatype-com-3567 95 6 back back RB www-sonatype-com-3567 95 7 - - HYPH www-sonatype-com-3567 95 8 doored doore VBN www-sonatype-com-3567 95 9 to to TO www-sonatype-com-3567 95 10 enable enable VB www-sonatype-com-3567 95 11 theft theft NN www-sonatype-com-3567 95 12 of of IN www-sonatype-com-3567 95 13 private private JJ www-sonatype-com-3567 95 14 ssh ssh NNP www-sonatype-com-3567 95 15 keys key NNS www-sonatype-com-3567 95 16 . . . www-sonatype-com-3567 96 1 PyPI PyPI NNP www-sonatype-com-3567 96 2 typosquat typosquat NN www-sonatype-com-3567 96 3 : : : www-sonatype-com-3567 96 4 10 10 CD www-sonatype-com-3567 96 5 malicious malicious JJ www-sonatype-com-3567 96 6 Python Python NNP www-sonatype-com-3567 96 7 packages package NNS www-sonatype-com-3567 96 8 found find VBN www-sonatype-com-3567 96 9 . . . www-sonatype-com-3567 97 1 Evidence evidence NN www-sonatype-com-3567 97 2 of of IN www-sonatype-com-3567 97 3 the the DT www-sonatype-com-3567 97 4 fake fake JJ www-sonatype-com-3567 97 5 packages package NNS www-sonatype-com-3567 97 6 being be VBG www-sonatype-com-3567 97 7 incorporated incorporate VBN www-sonatype-com-3567 97 8 into into IN www-sonatype-com-3567 97 9 software software NN www-sonatype-com-3567 97 10 was be VBD www-sonatype-com-3567 97 11 noted note VBN www-sonatype-com-3567 97 12 multiple multiple JJ www-sonatype-com-3567 97 13 times time NNS www-sonatype-com-3567 97 14 between between IN www-sonatype-com-3567 97 15 June June NNP www-sonatype-com-3567 97 16 and and CC www-sonatype-com-3567 97 17 Sept Sept NNP www-sonatype-com-3567 97 18 2017 2017 CD www-sonatype-com-3567 97 19 . . . www-sonatype-com-3567 98 1 Back back RB www-sonatype-com-3567 98 2 - - HYPH www-sonatype-com-3567 98 3 doored doore VBN www-sonatype-com-3567 98 4 npm npm NN www-sonatype-com-3567 98 5 package package NN www-sonatype-com-3567 98 6 discovered discover VBD www-sonatype-com-3567 98 7 . . . www-sonatype-com-3567 99 1 npm npm NNP www-sonatype-com-3567 99 2 security security NN www-sonatype-com-3567 99 3 team team NN www-sonatype-com-3567 99 4 responds respond VBZ www-sonatype-com-3567 99 5 to to IN www-sonatype-com-3567 99 6 reports report NNS www-sonatype-com-3567 99 7 of of IN www-sonatype-com-3567 99 8 a a DT www-sonatype-com-3567 99 9 malicious malicious JJ www-sonatype-com-3567 99 10 back back JJ www-sonatype-com-3567 99 11 door door NN www-sonatype-com-3567 99 12 in in IN www-sonatype-com-3567 99 13 the the DT www-sonatype-com-3567 99 14 get get VB www-sonatype-com-3567 99 15 - - HYPH www-sonatype-com-3567 99 16 cookies cookie NNS www-sonatype-com-3567 99 17 module module NN www-sonatype-com-3567 99 18 , , , www-sonatype-com-3567 99 19 published publish VBN www-sonatype-com-3567 99 20 in in IN www-sonatype-com-3567 99 21 March March NNP www-sonatype-com-3567 99 22 . . . www-sonatype-com-3567 100 1 Despite despite IN www-sonatype-com-3567 100 2 being be VBG www-sonatype-com-3567 100 3 deprecated deprecate VBN www-sonatype-com-3567 100 4 , , , www-sonatype-com-3567 100 5 mailparser mailparser NNP www-sonatype-com-3567 100 6 still still RB www-sonatype-com-3567 100 7 receives receive VBZ www-sonatype-com-3567 100 8 about about RB www-sonatype-com-3567 100 9 64,000 64,000 CD www-sonatype-com-3567 100 10 weekly weekly JJ www-sonatype-com-3567 100 11 downloads download NNS www-sonatype-com-3567 100 12 . . . www-sonatype-com-3567 101 1 “ " `` www-sonatype-com-3567 101 2 I -PRON- PRP www-sonatype-com-3567 101 3 ’m be VBP www-sonatype-com-3567 101 4 harvesting harvest VBG www-sonatype-com-3567 101 5 credit credit NN www-sonatype-com-3567 101 6 card card NN www-sonatype-com-3567 101 7 numbers number NNS www-sonatype-com-3567 101 8 and and CC www-sonatype-com-3567 101 9 passwords password NNS www-sonatype-com-3567 101 10 from from IN www-sonatype-com-3567 101 11 your -PRON- PRP$ www-sonatype-com-3567 101 12 site site NN www-sonatype-com-3567 101 13 . . . www-sonatype-com-3567 102 1 Here here RB www-sonatype-com-3567 102 2 ’s ’ VBZ www-sonatype-com-3567 102 3   _SP www-sonatype-com-3567 102 4 how how WRB www-sonatype-com-3567 102 5 . . . www-sonatype-com-3567 102 6 ” " '' www-sonatype-com-3567 102 7 David David NNP www-sonatype-com-3567 102 8 Gilbertson Gilbertson NNP www-sonatype-com-3567 102 9 writes write VBZ www-sonatype-com-3567 102 10 a a DT www-sonatype-com-3567 102 11 fictional fictional JJ www-sonatype-com-3567 102 12 tale tale NN www-sonatype-com-3567 102 13 on on IN www-sonatype-com-3567 102 14 his -PRON- PRP$ www-sonatype-com-3567 102 15 blog blog NN www-sonatype-com-3567 102 16 about about IN www-sonatype-com-3567 102 17 creating create VBG www-sonatype-com-3567 102 18 a a DT www-sonatype-com-3567 102 19 malicious malicious JJ www-sonatype-com-3567 102 20 npm npm NN www-sonatype-com-3567 102 21 package package NN www-sonatype-com-3567 102 22 . . . www-sonatype-com-3567 103 1 Linux Linux NNP www-sonatype-com-3567 103 2 distro distro NNP www-sonatype-com-3567 103 3 hacked hack VBD www-sonatype-com-3567 103 4 on on IN www-sonatype-com-3567 103 5 GitHub GitHub NNP www-sonatype-com-3567 103 6 . . . www-sonatype-com-3567 104 1 Unknown unknown JJ www-sonatype-com-3567 104 2 individuals individual NNS www-sonatype-com-3567 104 3 gain gain VBP www-sonatype-com-3567 104 4 control control NN www-sonatype-com-3567 104 5 of of IN www-sonatype-com-3567 104 6 the the DT www-sonatype-com-3567 104 7 Github Github NNP www-sonatype-com-3567 104 8 Gentoo Gentoo NNP www-sonatype-com-3567 104 9 organization organization NN www-sonatype-com-3567 104 10 and and CC www-sonatype-com-3567 104 11 modified modify VBD www-sonatype-com-3567 104 12 the the DT www-sonatype-com-3567 104 13 content content NN www-sonatype-com-3567 104 14 of of IN www-sonatype-com-3567 104 15 repositories repository NNS www-sonatype-com-3567 104 16 as as RB www-sonatype-com-3567 104 17 well well RB www-sonatype-com-3567 104 18 as as IN www-sonatype-com-3567 104 19 pages page NNS www-sonatype-com-3567 104 20 within within IN www-sonatype-com-3567 104 21 . . . www-sonatype-com-3567 105 1 All all DT www-sonatype-com-3567 105 2 code code NN www-sonatype-com-3567 105 3 considered consider VBD www-sonatype-com-3567 105 4 compromised compromise VBN www-sonatype-com-3567 105 5 . . . www-sonatype-com-3567 106 1 Back back RB www-sonatype-com-3567 106 2 - - HYPH www-sonatype-com-3567 106 3 doored doore VBN www-sonatype-com-3567 106 4 Gems Gems NNP www-sonatype-com-3567 106 5 bootstrap bootstrap NN www-sonatype-com-3567 106 6 - - HYPH www-sonatype-com-3567 106 7 sass sass NN www-sonatype-com-3567 106 8 RCE RCE NNP www-sonatype-com-3567 106 9 package package NN www-sonatype-com-3567 106 10 discovered discover VBD www-sonatype-com-3567 106 11 . . . www-sonatype-com-3567 107 1 A a DT www-sonatype-com-3567 107 2 malicious malicious JJ www-sonatype-com-3567 107 3 version version NN www-sonatype-com-3567 107 4 of of IN www-sonatype-com-3567 107 5 the the DT www-sonatype-com-3567 107 6 popular popular JJ www-sonatype-com-3567 107 7 bootstrap bootstrap NN www-sonatype-com-3567 107 8 - - HYPH www-sonatype-com-3567 107 9 sass sass NN www-sonatype-com-3567 107 10 package package NN www-sonatype-com-3567 107 11 , , , www-sonatype-com-3567 107 12 downloaded download VBD www-sonatype-com-3567 107 13 a a DT www-sonatype-com-3567 107 14 total total NN www-sonatype-com-3567 107 15 of of IN www-sonatype-com-3567 107 16 28 28 CD www-sonatype-com-3567 107 17 million million CD www-sonatype-com-3567 107 18 times time NNS www-sonatype-com-3567 107 19 to to IN www-sonatype-com-3567 107 20 date date NN www-sonatype-com-3567 107 21 , , , www-sonatype-com-3567 107 22 and and CC www-sonatype-com-3567 107 23 with with IN www-sonatype-com-3567 107 24 1.6 1.6 CD www-sonatype-com-3567 107 25 K K NNP www-sonatype-com-3567 107 26 dependencies dependency NNS www-sonatype-com-3567 107 27 , , , www-sonatype-com-3567 107 28 is be VBZ www-sonatype-com-3567 107 29 published publish VBN www-sonatype-com-3567 107 30 to to IN www-sonatype-com-3567 107 31 the the DT www-sonatype-com-3567 107 32 RubyGems RubyGems NNP www-sonatype-com-3567 107 33 repository repository NN www-sonatype-com-3567 107 34 . . . www-sonatype-com-3567 108 1 basic_authable basic_authable NNP www-sonatype-com-3567 108 2 Three three CD www-sonatype-com-3567 108 3 versions version NNS www-sonatype-com-3567 108 4 of of IN www-sonatype-com-3567 108 5 this this DT www-sonatype-com-3567 108 6 Gems Gems NNP www-sonatype-com-3567 108 7 package package NN www-sonatype-com-3567 108 8 released release VBN www-sonatype-com-3567 108 9 in in IN www-sonatype-com-3567 108 10 2017 2017 CD www-sonatype-com-3567 108 11 were be VBD www-sonatype-com-3567 108 12 yanked yank VBN www-sonatype-com-3567 108 13 from from IN www-sonatype-com-3567 108 14 the the DT www-sonatype-com-3567 108 15 Gems Gems NNP www-sonatype-com-3567 108 16 repository repository NN www-sonatype-com-3567 108 17 due due IN www-sonatype-com-3567 108 18 to to IN www-sonatype-com-3567 108 19 their -PRON- PRP$ www-sonatype-com-3567 108 20 malicious malicious JJ www-sonatype-com-3567 108 21 nature nature NN www-sonatype-com-3567 108 22 . . . www-sonatype-com-3567 109 1 PyPI pypi NN www-sonatype-com-3567 109 2 package package NN www-sonatype-com-3567 109 3 discovered discover VBN www-sonatype-com-3567 109 4 with with IN www-sonatype-com-3567 109 5 a a DT www-sonatype-com-3567 109 6 back back JJ www-sonatype-com-3567 109 7 - - HYPH www-sonatype-com-3567 109 8 door door NN www-sonatype-com-3567 109 9 vulnerability vulnerability NN www-sonatype-com-3567 109 10 . . . www-sonatype-com-3567 110 1 The the DT www-sonatype-com-3567 110 2 package package NN www-sonatype-com-3567 110 3 had have VBD www-sonatype-com-3567 110 4 been be VBN www-sonatype-com-3567 110 5 reported report VBN www-sonatype-com-3567 110 6 as as IN www-sonatype-com-3567 110 7 containing contain VBG www-sonatype-com-3567 110 8 a a DT www-sonatype-com-3567 110 9 known know VBN www-sonatype-com-3567 110 10 vulnerability vulnerability NN www-sonatype-com-3567 110 11 but but CC www-sonatype-com-3567 110 12 was be VBD www-sonatype-com-3567 110 13 not not RB www-sonatype-com-3567 110 14 removed remove VBN www-sonatype-com-3567 110 15 from from IN www-sonatype-com-3567 110 16 the the DT www-sonatype-com-3567 110 17 public public JJ www-sonatype-com-3567 110 18 repository repository NN www-sonatype-com-3567 110 19 . . . www-sonatype-com-3567 111 1 230 230 CD www-sonatype-com-3567 111 2 RubyGems RubyGems NNP www-sonatype-com-3567 111 3 pulled pull VBD www-sonatype-com-3567 111 4 for for IN www-sonatype-com-3567 111 5 typosquatting typosquatting NN www-sonatype-com-3567 111 6 or or CC www-sonatype-com-3567 111 7 impersonating impersonate VBG www-sonatype-com-3567 111 8 popular popular JJ www-sonatype-com-3567 111 9 open open JJ www-sonatype-com-3567 111 10 source source NN www-sonatype-com-3567 111 11 packages package NNS www-sonatype-com-3567 111 12 . . . www-sonatype-com-3567 112 1 Software software NN www-sonatype-com-3567 112 2 Supply supply NN www-sonatype-com-3567 112 3 Chain Chain NNP www-sonatype-com-3567 112 4 Attacks Attacks NNPS www-sonatype-com-3567 112 5 , , , www-sonatype-com-3567 112 6 July July NNP www-sonatype-com-3567 112 7 2017 2017 CD www-sonatype-com-3567 112 8 to to IN www-sonatype-com-3567 112 9 July July NNP www-sonatype-com-3567 112 10 2020 2020 CD www-sonatype-com-3567 112 11 Compromised Compromised NNP www-sonatype-com-3567 112 12 JavaScript JavaScript NNP www-sonatype-com-3567 112 13 package package NN www-sonatype-com-3567 112 14 caught catch VBD www-sonatype-com-3567 112 15 stealing steal VBG www-sonatype-com-3567 112 16 npm npm NN www-sonatype-com-3567 112 17 credentials credential NNS www-sonatype-com-3567 112 18 . . . www-sonatype-com-3567 113 1 A a DT www-sonatype-com-3567 113 2 hacker hacker NN www-sonatype-com-3567 113 3 gains gain VBZ www-sonatype-com-3567 113 4 access access NN www-sonatype-com-3567 113 5 to to IN www-sonatype-com-3567 113 6 a a DT www-sonatype-com-3567 113 7 developer developer NN www-sonatype-com-3567 113 8 ’s ’s POS www-sonatype-com-3567 113 9 npm npm NN www-sonatype-com-3567 113 10 account account NN www-sonatype-com-3567 113 11 and and CC www-sonatype-com-3567 113 12 injects inject VBZ www-sonatype-com-3567 113 13 malicious malicious JJ www-sonatype-com-3567 113 14 code code NN www-sonatype-com-3567 113 15 into into IN www-sonatype-com-3567 113 16 a a DT www-sonatype-com-3567 113 17 popular popular JJ www-sonatype-com-3567 113 18 JavaScript JavaScript NNP www-sonatype-com-3567 113 19 library library NN www-sonatype-com-3567 113 20 called call VBN www-sonatype-com-3567 113 21 eslint- eslint- NNP www-sonatype-com-3567 113 22 scope scope NN www-sonatype-com-3567 113 23 , , , www-sonatype-com-3567 113 24 a a DT www-sonatype-com-3567 113 25 sub sub NN www-sonatype-com-3567 113 26 - - JJ www-sonatype-com-3567 113 27 module module NN www-sonatype-com-3567 113 28 of of IN www-sonatype-com-3567 113 29 the the DT www-sonatype-com-3567 113 30 more more RBR www-sonatype-com-3567 113 31 famous famous JJ www-sonatype-com-3567 113 32 ESLint ESLint NNP www-sonatype-com-3567 113 33 , , , www-sonatype-com-3567 113 34 a a DT www-sonatype-com-3567 113 35 JavaScript JavaScript NNP www-sonatype-com-3567 113 36 code code NN www-sonatype-com-3567 113 37 analysis analysis NN www-sonatype-com-3567 113 38 toolkit toolkit VBZ www-sonatype-com-3567 113 39 . . . www-sonatype-com-3567 114 1 SEP SEP NNP www-sonatype-com-3567 114 2 2017 2017 CD www-sonatype-com-3567 114 3 JAN JAN NNP www-sonatype-com-3567 114 4 2018 2018 CD www-sonatype-com-3567 114 5 FEB FEB NNP www-sonatype-com-3567 114 6 2018 2018 CD www-sonatype-com-3567 114 7 Adversaries Adversaries NNPS www-sonatype-com-3567 114 8 compromised compromise VBD www-sonatype-com-3567 114 9 the the DT www-sonatype-com-3567 114 10 account account NN www-sonatype-com-3567 114 11 of of IN www-sonatype-com-3567 114 12 a a DT www-sonatype-com-3567 114 13 rest rest NN www-sonatype-com-3567 114 14 - - HYPH www-sonatype-com-3567 114 15 client client NN www-sonatype-com-3567 114 16 maintainer maintainer NN www-sonatype-com-3567 114 17 to to TO www-sonatype-com-3567 114 18 install install VB www-sonatype-com-3567 114 19 crypto crypto NN www-sonatype-com-3567 114 20 miners miner NNS www-sonatype-com-3567 114 21 . . . www-sonatype-com-3567 115 1 A a DT www-sonatype-com-3567 115 2 � � RBS www-sonatype-com-3567 115 3 ected ected JJ www-sonatype-com-3567 115 4 versions version NNS www-sonatype-com-3567 115 5 ( ( -LRB- www-sonatype-com-3567 115 6 1.6.10 1.6.10 CD www-sonatype-com-3567 115 7 to to IN www-sonatype-com-3567 115 8 1.6.13 1.6.13 CD www-sonatype-com-3567 115 9 ) ) -RRB- www-sonatype-com-3567 115 10 were be VBD www-sonatype-com-3567 115 11 downloaded download VBN www-sonatype-com-3567 115 12 about about IN www-sonatype-com-3567 115 13 1000 1000 CD www-sonatype-com-3567 115 14 times time NNS www-sonatype-com-3567 115 15 . . . www-sonatype-com-3567 116 1 Similar similar JJ www-sonatype-com-3567 116 2 vulnerabilities vulnerability NNS www-sonatype-com-3567 116 3 were be VBD www-sonatype-com-3567 116 4 found find VBN www-sonatype-com-3567 116 5 in in IN www-sonatype-com-3567 116 6 Gem Gem NNP www-sonatype-com-3567 116 7 packages package NNS www-sonatype-com-3567 116 8 : : : www-sonatype-com-3567 116 9 coming come VBG www-sonatype-com-3567 116 10 - - : www-sonatype-com-3567 116 11 soon soon RB www-sonatype-com-3567 116 12 and and CC www-sonatype-com-3567 116 13 cron_parser cron_parser NN www-sonatype-com-3567 116 14 . . . www-sonatype-com-3567 117 1 bb bb NNP www-sonatype-com-3567 117 2 - - HYPH www-sonatype-com-3567 117 3 builder builder NN www-sonatype-com-3567 117 4 removed remove VBN www-sonatype-com-3567 117 5 from from IN www-sonatype-com-3567 117 6 the the DT www-sonatype-com-3567 117 7 npm npm NNP www-sonatype-com-3567 117 8 repository repository NN www-sonatype-com-3567 117 9 . . . www-sonatype-com-3567 118 1 The the DT www-sonatype-com-3567 118 2 component component NN www-sonatype-com-3567 118 3 stole steal VBD www-sonatype-com-3567 118 4 login login NNP www-sonatype-com-3567 118 5 information information NN www-sonatype-com-3567 118 6 from from IN www-sonatype-com-3567 118 7 the the DT www-sonatype-com-3567 118 8 computers computer NNS www-sonatype-com-3567 118 9 it -PRON- PRP www-sonatype-com-3567 118 10 was be VBD www-sonatype-com-3567 118 11 installed instal VBN www-sonatype-com-3567 118 12 on on IN www-sonatype-com-3567 118 13 , , , www-sonatype-com-3567 118 14 sending send VBG www-sonatype-com-3567 118 15 it -PRON- PRP www-sonatype-com-3567 118 16 to to IN www-sonatype-com-3567 118 17 a a DT www-sonatype-com-3567 118 18 remote remote JJ www-sonatype-com-3567 118 19 server server NN www-sonatype-com-3567 118 20 . . . www-sonatype-com-3567 119 1 sj sj NNP www-sonatype-com-3567 119 2 - - HYPH www-sonatype-com-3567 119 3 tw tw JJ www-sonatype-com-3567 119 4 - - HYPH www-sonatype-com-3567 119 5 test test NN www-sonatype-com-3567 119 6 - - HYPH www-sonatype-com-3567 119 7 security security NN www-sonatype-com-3567 119 8 All all DT www-sonatype-com-3567 119 9 versions version NNS www-sonatype-com-3567 119 10 of of IN www-sonatype-com-3567 119 11 the the DT www-sonatype-com-3567 119 12 component component NN www-sonatype-com-3567 119 13 “ " `` www-sonatype-com-3567 119 14 contain contain VB www-sonatype-com-3567 119 15 malicious malicious JJ www-sonatype-com-3567 119 16 back back JJ www-sonatype-com-3567 119 17 - - HYPH www-sonatype-com-3567 119 18 door door NN www-sonatype-com-3567 119 19 code code NN www-sonatype-com-3567 119 20 that that IN www-sonatype-com-3567 119 21 downloads download VBZ www-sonatype-com-3567 119 22 and and CC www-sonatype-com-3567 119 23 runs run VBZ www-sonatype-com-3567 119 24 a a DT www-sonatype-com-3567 119 25 script script NN www-sonatype-com-3567 119 26 that that WDT www-sonatype-com-3567 119 27 opens open VBZ www-sonatype-com-3567 119 28 a a DT www-sonatype-com-3567 119 29 reverse reverse JJ www-sonatype-com-3567 119 30 shell shell NN www-sonatype-com-3567 119 31 in in IN www-sonatype-com-3567 119 32 the the DT www-sonatype-com-3567 119 33 system system NN www-sonatype-com-3567 119 34 allowing allow VBG www-sonatype-com-3567 119 35 a a DT www-sonatype-com-3567 119 36 remote remote JJ www-sonatype-com-3567 119 37 attacker attacker NN www-sonatype-com-3567 119 38 to to TO www-sonatype-com-3567 119 39 compromise compromise VB www-sonatype-com-3567 119 40 the the DT www-sonatype-com-3567 119 41 a a DT www-sonatype-com-3567 119 42 � � NNP www-sonatype-com-3567 119 43 ected ected JJ www-sonatype-com-3567 119 44 system system NN www-sonatype-com-3567 119 45 . . . www-sonatype-com-3567 120 1 lodahs lodahs NNP www-sonatype-com-3567 120 2 , , , www-sonatype-com-3567 120 3 web3b web3b NN www-sonatype-com-3567 120 4 , , , www-sonatype-com-3567 120 5 and and CC www-sonatype-com-3567 120 6 web3-eht web3-eht LS www-sonatype-com-3567 120 7 Taking take VBG www-sonatype-com-3567 120 8 advantage advantage NN www-sonatype-com-3567 120 9 of of IN www-sonatype-com-3567 120 10 a a DT www-sonatype-com-3567 120 11 typosquatting typosquatting NN www-sonatype-com-3567 120 12 exploit exploit NN www-sonatype-com-3567 120 13 for for IN www-sonatype-com-3567 120 14 lodash lodash NNP www-sonatype-com-3567 120 15 npm npm NNP www-sonatype-com-3567 120 16 packages package NNS www-sonatype-com-3567 120 17 , , , www-sonatype-com-3567 120 18 all all DT www-sonatype-com-3567 120 19 versions version NNS www-sonatype-com-3567 120 20 of of IN www-sonatype-com-3567 120 21 the the DT www-sonatype-com-3567 120 22 “ " `` www-sonatype-com-3567 120 23 lodahs lodahs NN www-sonatype-com-3567 120 24 ” " '' www-sonatype-com-3567 120 25 package package NN www-sonatype-com-3567 120 26 contain contain NN www-sonatype-com-3567 120 27 malware malware NNP www-sonatype-com-3567 120 28 designed design VBN www-sonatype-com-3567 120 29 to to TO www-sonatype-com-3567 120 30 find find VB www-sonatype-com-3567 120 31 and and CC www-sonatype-com-3567 120 32 exfiltrate exfiltrate VB www-sonatype-com-3567 120 33 cryptocurrency cryptocurrency NN www-sonatype-com-3567 120 34 wallets wallet NNS www-sonatype-com-3567 120 35 . . . www-sonatype-com-3567 121 1 Web3b Web3b NNP www-sonatype-com-3567 121 2 and and CC www-sonatype-com-3567 121 3 web3-eht web3-eht NNP www-sonatype-com-3567 121 4 were be VBD www-sonatype-com-3567 121 5 removed remove VBN www-sonatype-com-3567 121 6 for for IN www-sonatype-com-3567 121 7 the the DT www-sonatype-com-3567 121 8 same same JJ www-sonatype-com-3567 121 9 exploit exploit NN www-sonatype-com-3567 121 10 pattern pattern NN www-sonatype-com-3567 121 11 . . . www-sonatype-com-3567 122 1 Python3-dateutil Python3-dateutil NNP www-sonatype-com-3567 122 2 and and CC www-sonatype-com-3567 122 3 jeIlyfish jeIlyfish NNP www-sonatype-com-3567 122 4 Two two CD www-sonatype-com-3567 122 5 trojanized trojanize VBD www-sonatype-com-3567 122 6 Python Python NNP www-sonatype-com-3567 122 7 libraries library NNS www-sonatype-com-3567 122 8 were be VBD www-sonatype-com-3567 122 9 caught catch VBN www-sonatype-com-3567 122 10 stealing steal VBG www-sonatype-com-3567 122 11 SSH SSH NNP www-sonatype-com-3567 122 12 and and CC www-sonatype-com-3567 122 13 GPG GPG NNP www-sonatype-com-3567 122 14 keys key NNS www-sonatype-com-3567 122 15 from from IN www-sonatype-com-3567 122 16 the the DT www-sonatype-com-3567 122 17 projects project NNS www-sonatype-com-3567 122 18 or or CC www-sonatype-com-3567 122 19 infected infect VBN www-sonatype-com-3567 122 20 developers developer NNS www-sonatype-com-3567 122 21 . . . www-sonatype-com-3567 123 1 1337qq 1337qq NNP www-sonatype-com-3567 123 2 - - : www-sonatype-com-3567 123 3 js js NN www-sonatype-com-3567 123 4 The the DT www-sonatype-com-3567 123 5 malicious malicious JJ www-sonatype-com-3567 123 6 npm npm NN www-sonatype-com-3567 123 7 package package NN www-sonatype-com-3567 123 8 exfiltrates exfiltrate VBZ www-sonatype-com-3567 123 9 sensitive sensitive JJ www-sonatype-com-3567 123 10 information information NN www-sonatype-com-3567 123 11 such such JJ www-sonatype-com-3567 123 12 as as IN www-sonatype-com-3567 123 13 hard hard RB www-sonatype-com-3567 123 14 - - HYPH www-sonatype-com-3567 123 15 coded code VBN www-sonatype-com-3567 123 16 passwords password NNS www-sonatype-com-3567 123 17 or or CC www-sonatype-com-3567 123 18 API api NN www-sonatype-com-3567 123 19 access access NN www-sonatype-com-3567 123 20 tokens token NNS www-sonatype-com-3567 123 21 through through IN www-sonatype-com-3567 123 22 install install NN www-sonatype-com-3567 123 23 scripts script NNS www-sonatype-com-3567 123 24 and and CC www-sonatype-com-3567 123 25 targets target NNS www-sonatype-com-3567 123 26 UNIX UNIX NNP www-sonatype-com-3567 123 27 systems system NNS www-sonatype-com-3567 123 28 only only RB www-sonatype-com-3567 123 29 . . . www-sonatype-com-3567 124 1 Hundreds hundred NNS www-sonatype-com-3567 124 2 of of IN www-sonatype-com-3567 124 3 RubyGems RubyGems NNP www-sonatype-com-3567 124 4 packages package NNS www-sonatype-com-3567 124 5 yanked yank VBN www-sonatype-com-3567 124 6 from from IN www-sonatype-com-3567 124 7 the the DT www-sonatype-com-3567 124 8 public public JJ www-sonatype-com-3567 124 9 repository repository NN www-sonatype-com-3567 124 10 as as IN www-sonatype-com-3567 124 11 a a DT www-sonatype-com-3567 124 12 result result NN www-sonatype-com-3567 124 13 of of IN www-sonatype-com-3567 124 14 typosquatting typosquatte VBG www-sonatype-com-3567 124 15 concerns concern NNS www-sonatype-com-3567 124 16 . . . www-sonatype-com-3567 125 1 atlas atlas NNP www-sonatype-com-3567 125 2 - - HYPH www-sonatype-com-3567 125 3 client client NN www-sonatype-com-3567 125 4 400 400 CD www-sonatype-com-3567 125 5 gems gem NNS www-sonatype-com-3567 125 6 were be VBD www-sonatype-com-3567 125 7 removed remove VBN www-sonatype-com-3567 125 8 from from IN www-sonatype-com-3567 125 9 the the DT www-sonatype-com-3567 125 10 public public JJ www-sonatype-com-3567 125 11 repository repository NN www-sonatype-com-3567 125 12 for for IN www-sonatype-com-3567 125 13 typosquatting typosquatting NN www-sonatype-com-3567 125 14 and and CC www-sonatype-com-3567 125 15 crypto crypto NN www-sonatype-com-3567 125 16 mining mining NN www-sonatype-com-3567 125 17 malware malware NNP www-sonatype-com-3567 125 18 . . . www-sonatype-com-3567 126 1 They -PRON- PRP www-sonatype-com-3567 126 2 include include VBP www-sonatype-com-3567 126 3 “ " `` www-sonatype-com-3567 126 4 atlas atlas NNP www-sonatype-com-3567 126 5 - - HYPH www-sonatype-com-3567 126 6 client client NN www-sonatype-com-3567 126 7 ” " '' www-sonatype-com-3567 126 8 ( ( -LRB- www-sonatype-com-3567 126 9 downloaded download VBN www-sonatype-com-3567 126 10 2,100 2,100 CD www-sonatype-com-3567 126 11 times time NNS www-sonatype-com-3567 126 12 by by IN www-sonatype-com-3567 126 13 developers developer NNS www-sonatype-com-3567 126 14 ) ) -RRB- www-sonatype-com-3567 126 15 . . . www-sonatype-com-3567 127 1 Octopus Octopus NNP www-sonatype-com-3567 127 2 Scanner Scanner NNP www-sonatype-com-3567 127 3 26 26 CD www-sonatype-com-3567 127 4 open open JJ www-sonatype-com-3567 127 5 source source NN www-sonatype-com-3567 127 6 packages package NNS www-sonatype-com-3567 127 7 were be VBD www-sonatype-com-3567 127 8 found find VBN www-sonatype-com-3567 127 9 to to TO www-sonatype-com-3567 127 10 be be VB www-sonatype-com-3567 127 11 compromised compromise VBN www-sonatype-com-3567 127 12 through through IN www-sonatype-com-3567 127 13 malicious malicious JJ www-sonatype-com-3567 127 14 code code NN www-sonatype-com-3567 127 15 injection injection NN www-sonatype-com-3567 127 16 . . . www-sonatype-com-3567 128 1 The the DT www-sonatype-com-3567 128 2 malware malware NN www-sonatype-com-3567 128 3 was be VBD www-sonatype-com-3567 128 4 designed design VBN www-sonatype-com-3567 128 5 to to TO www-sonatype-com-3567 128 6 enumerate enumerate VB www-sonatype-com-3567 128 7 and and CC www-sonatype-com-3567 128 8 back back VB www-sonatype-com-3567 128 9 door door NN www-sonatype-com-3567 128 10 NetBeans netbean NNS www-sonatype-com-3567 128 11 projects project NNS www-sonatype-com-3567 128 12 through through IN www-sonatype-com-3567 128 13 the the DT www-sonatype-com-3567 128 14 NetBeans NetBeans NNP www-sonatype-com-3567 128 15 IDE IDE NNP www-sonatype-com-3567 128 16 . . . www-sonatype-com-3567 129 1 FIGURE FIGURE NNP www-sonatype-com-3567 129 2 1D 1D NNP www-sonatype-com-3567 129 3 Software Software NNP www-sonatype-com-3567 129 4 Supply Supply NNP www-sonatype-com-3567 129 5 Chain Chain NNP www-sonatype-com-3567 129 6 Attacks Attacks NNPS www-sonatype-com-3567 129 7 , , , www-sonatype-com-3567 129 8 July July NNP www-sonatype-com-3567 129 9 2017 2017 CD www-sonatype-com-3567 129 10 to to IN www-sonatype-com-3567 129 11 July July NNP www-sonatype-com-3567 129 12 2020 2020 CD www-sonatype-com-3567 129 13 92020 92020 CD www-sonatype-com-3567 129 14 STATE STATE NNP www-sonatype-com-3567 129 15 OF of IN www-sonatype-com-3567 129 16 THE the DT www-sonatype-com-3567 129 17 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 129 18 SUPPLY supply NN www-sonatype-com-3567 129 19 CHAIN chain NN www-sonatype-com-3567 129 20 REPORT report NN www-sonatype-com-3567 129 21 C c NN www-sonatype-com-3567 129 22 H h NN www-sonatype-com-3567 129 23 A a NN www-sonatype-com-3567 129 24 P p NN www-sonatype-com-3567 129 25 T t NN www-sonatype-com-3567 129 26 E e NN www-sonatype-com-3567 129 27 R r NN www-sonatype-com-3567 129 28 1 1 CD www-sonatype-com-3567 129 29 : : : www-sonatype-com-3567 129 30 O o NN www-sonatype-com-3567 129 31 P p NN www-sonatype-com-3567 129 32 E e NN www-sonatype-com-3567 129 33 N n NN www-sonatype-com-3567 129 34 S s NN www-sonatype-com-3567 129 35 E e NN www-sonatype-com-3567 129 36 A a NN www-sonatype-com-3567 129 37 S s NN www-sonatype-com-3567 129 38 O o NN www-sonatype-com-3567 129 39 N n NN www-sonatype-com-3567 129 40 O o NN www-sonatype-com-3567 129 41 N n NN www-sonatype-com-3567 129 42 O o NN www-sonatype-com-3567 129 43 P p NN www-sonatype-com-3567 129 44 E e NN www-sonatype-com-3567 129 45 N n NN www-sonatype-com-3567 129 46 S s NN www-sonatype-com-3567 129 47 O o NN www-sonatype-com-3567 129 48 U u NN www-sonatype-com-3567 129 49 R r NN www-sonatype-com-3567 129 50 C c NN www-sonatype-com-3567 129 51 E e NN www-sonatype-com-3567 129 52 Time time NN www-sonatype-com-3567 129 53 to to IN www-sonatype-com-3567 129 54 Remediate Remediate NNP www-sonatype-com-3567 129 55 Known Known NNP www-sonatype-com-3567 129 56 OSS oss NN www-sonatype-com-3567 129 57 Vulnerabilities vulnerability NNS www-sonatype-com-3567 129 58 After after IN www-sonatype-com-3567 129 59 Detection detection NN www-sonatype-com-3567 129 60 Less Less JJR www-sonatype-com-3567 129 61 than than IN www-sonatype-com-3567 129 62 1 1 CD www-sonatype-com-3567 129 63 hour hour NN www-sonatype-com-3567 129 64 Less Less JJR www-sonatype-com-3567 129 65 than than IN www-sonatype-com-3567 129 66 1 1 CD www-sonatype-com-3567 129 67 day day NN www-sonatype-com-3567 129 68 Between between IN www-sonatype-com-3567 129 69 1 1 CD www-sonatype-com-3567 129 70 day day NN www-sonatype-com-3567 129 71 and and CC www-sonatype-com-3567 129 72 1 1 CD www-sonatype-com-3567 129 73 week week NN www-sonatype-com-3567 129 74 Between between IN www-sonatype-com-3567 129 75 1 1 CD www-sonatype-com-3567 129 76 week week NN www-sonatype-com-3567 129 77 and and CC www-sonatype-com-3567 129 78 1 1 CD www-sonatype-com-3567 129 79 month month NN www-sonatype-com-3567 129 80 Between between IN www-sonatype-com-3567 129 81 1 1 CD www-sonatype-com-3567 129 82 month month NN www-sonatype-com-3567 129 83 and and CC www-sonatype-com-3567 129 84 6 6 CD www-sonatype-com-3567 129 85 months month NNS www-sonatype-com-3567 129 86 More More JJR www-sonatype-com-3567 129 87 than than IN www-sonatype-com-3567 129 88 6 6 CD www-sonatype-com-3567 129 89 months month NNS www-sonatype-com-3567 129 90 It -PRON- PRP www-sonatype-com-3567 129 91 is be VBZ www-sonatype-com-3567 129 92 never never RB www-sonatype-com-3567 129 93 fixed fix VBN www-sonatype-com-3567 129 94 2 2 CD www-sonatype-com-3567 129 95 % % NN www-sonatype-com-3567 129 96 3%4 3%4 CD www-sonatype-com-3567 129 97 % % NN www-sonatype-com-3567 129 98 17 17 CD www-sonatype-com-3567 129 99 % % NN www-sonatype-com-3567 129 100 26 26 CD www-sonatype-com-3567 129 101 % % NN www-sonatype-com-3567 129 102 35 35 CD www-sonatype-com-3567 129 103 % % NN www-sonatype-com-3567 129 104 12 12 CD www-sonatype-com-3567 129 105 % % NN www-sonatype-com-3567 129 106 51 51 CD www-sonatype-com-3567 129 107 % % NN www-sonatype-com-3567 129 108 remediate remediate NN www-sonatype-com-3567 129 109 between between IN www-sonatype-com-3567 129 110 1 1 CD www-sonatype-com-3567 129 111 week week NN www-sonatype-com-3567 129 112 and and CC www-sonatype-com-3567 129 113 never never RB www-sonatype-com-3567 129 114 . . . www-sonatype-com-3567 130 1 Speed speed NN www-sonatype-com-3567 130 2 Remains remain VBZ www-sonatype-com-3567 130 3 Critical critical JJ www-sonatype-com-3567 130 4 When when WRB www-sonatype-com-3567 130 5 Responding respond VBG www-sonatype-com-3567 130 6 to to IN www-sonatype-com-3567 130 7 Legacy Legacy NNP www-sonatype-com-3567 130 8 Software Software NNP www-sonatype-com-3567 130 9 Supply Supply NNP www-sonatype-com-3567 130 10 Chain chain NN www-sonatype-com-3567 130 11 Attacks attack NNS www-sonatype-com-3567 130 12 While while IN www-sonatype-com-3567 130 13 bad bad JJ www-sonatype-com-3567 130 14 actors actor NNS www-sonatype-com-3567 130 15 are be VBP www-sonatype-com-3567 130 16 increasingly increasingly RB www-sonatype-com-3567 130 17 shifting shift VBG www-sonatype-com-3567 130 18 their -PRON- PRP$ www-sonatype-com-3567 130 19 attention attention NN www-sonatype-com-3567 130 20 upstream upstream NN www-sonatype-com-3567 130 21 , , , www-sonatype-com-3567 130 22 it -PRON- PRP www-sonatype-com-3567 130 23 is be VBZ www-sonatype-com-3567 130 24 critical critical JJ www-sonatype-com-3567 130 25 to to TO www-sonatype-com-3567 130 26 understand understand VB www-sonatype-com-3567 130 27 and and CC www-sonatype-com-3567 130 28 manage manage VB www-sonatype-com-3567 130 29 the the DT www-sonatype-com-3567 130 30 software software NN www-sonatype-com-3567 130 31 supply supply NN www-sonatype-com-3567 130 32 chain chain NN www-sonatype-com-3567 130 33 threats threat NNS www-sonatype-com-3567 130 34 that that WDT www-sonatype-com-3567 130 35 remain remain VBP www-sonatype-com-3567 130 36 prominent prominent JJ www-sonatype-com-3567 130 37 downstream downstream NN www-sonatype-com-3567 130 38 . . . www-sonatype-com-3567 131 1 Specifically specifically RB www-sonatype-com-3567 131 2 , , , www-sonatype-com-3567 131 3 organi- organi- NN www-sonatype-com-3567 131 4 zations zation NNS www-sonatype-com-3567 131 5 must must MD www-sonatype-com-3567 131 6 establish establish VB www-sonatype-com-3567 131 7 a a DT www-sonatype-com-3567 131 8 “ " `` www-sonatype-com-3567 131 9 rapid rapid JJ www-sonatype-com-3567 131 10 upgrade upgrade NN www-sonatype-com-3567 131 11 posture posture NN www-sonatype-com-3567 131 12 ” " '' www-sonatype-com-3567 131 13 so so IN www-sonatype-com-3567 131 14 they -PRON- PRP www-sonatype-com-3567 131 15 can can MD www-sonatype-com-3567 131 16 respond respond VB www-sonatype-com-3567 131 17 quickly quickly RB www-sonatype-com-3567 131 18 to to IN www-sonatype-com-3567 131 19 new new JJ www-sonatype-com-3567 131 20 zero zero CD www-sonatype-com-3567 131 21 - - HYPH www-sonatype-com-3567 131 22 day day NN www-sonatype-com-3567 131 23 disclo- disclo- NN www-sonatype-com-3567 131 24 sures sure NNS www-sonatype-com-3567 131 25 by by IN www-sonatype-com-3567 131 26 finding find VBG www-sonatype-com-3567 131 27 and and CC www-sonatype-com-3567 131 28 fixing fix VBG www-sonatype-com-3567 131 29 vulnerable vulnerable JJ www-sonatype-com-3567 131 30 open open JJ www-sonatype-com-3567 131 31 source source NN www-sonatype-com-3567 131 32 dependencies dependency NNS www-sonatype-com-3567 131 33 in in IN www-sonatype-com-3567 131 34 production production NN www-sonatype-com-3567 131 35 applications application NNS www-sonatype-com-3567 131 36 . . . www-sonatype-com-3567 132 1 Perhaps perhaps RB www-sonatype-com-3567 132 2 the the DT www-sonatype-com-3567 132 3 best good JJS www-sonatype-com-3567 132 4 example example NN www-sonatype-com-3567 132 5 of of IN www-sonatype-com-3567 132 6 why why WRB www-sonatype-com-3567 132 7 this this DT www-sonatype-com-3567 132 8 hygiene hygiene NN www-sonatype-com-3567 132 9 is be VBZ www-sonatype-com-3567 132 10 so so RB www-sonatype-com-3567 132 11 critical critical JJ www-sonatype-com-3567 132 12 is be VBZ www-sonatype-com-3567 132 13 the the DT www-sonatype-com-3567 132 14 Equifax Equifax NNP www-sonatype-com-3567 132 15 breach breach NN www-sonatype-com-3567 132 16 that that WDT www-sonatype-com-3567 132 17 began begin VBD www-sonatype-com-3567 132 18 in in IN www-sonatype-com-3567 132 19 March March NNP www-sonatype-com-3567 132 20 2017 2017 CD www-sonatype-com-3567 132 21 . . . www-sonatype-com-3567 133 1 Following follow VBG www-sonatype-com-3567 133 2 public public JJ www-sonatype-com-3567 133 3 disclosure disclosure NN www-sonatype-com-3567 133 4 from from IN www-sonatype-com-3567 133 5 the the DT www-sonatype-com-3567 133 6 Apache Apache NNP www-sonatype-com-3567 133 7 Foundation Foundation NNP www-sonatype-com-3567 133 8 pertaining pertain VBG www-sonatype-com-3567 133 9 to to IN www-sonatype-com-3567 133 10 a a DT www-sonatype-com-3567 133 11 severe severe JJ www-sonatype-com-3567 133 12 vulnerability vulnerability NN www-sonatype-com-3567 133 13 in in IN www-sonatype-com-3567 133 14 the the DT www-sonatype-com-3567 133 15 popular popular JJ www-sonatype-com-3567 133 16 Struts2 Struts2 NNP www-sonatype-com-3567 133 17 Framework Framework NNP www-sonatype-com-3567 133 18 , , , www-sonatype-com-3567 133 19 adversaries adversary NNS www-sonatype-com-3567 133 20 sprang spring VBD www-sonatype-com-3567 133 21 into into IN www-sonatype-com-3567 133 22 action action NN www-sonatype-com-3567 133 23 and and CC www-sonatype-com-3567 133 24 began begin VBD www-sonatype-com-3567 133 25 exploiting exploit VBG www-sonatype-com-3567 133 26 the the DT www-sonatype-com-3567 133 27 newly newly RB www-sonatype-com-3567 133 28 - - HYPH www-sonatype-com-3567 133 29 known know VBN www-sonatype-com-3567 133 30 defect defect NN www-sonatype-com-3567 133 31 within within IN www-sonatype-com-3567 133 32 72 72 CD www-sonatype-com-3567 133 33 hours hour NNS www-sonatype-com-3567 133 34 , , , www-sonatype-com-3567 133 35 well well RB www-sonatype-com-3567 133 36 before before IN www-sonatype-com-3567 133 37 many many JJ www-sonatype-com-3567 133 38 commer- commer- JJ www-sonatype-com-3567 133 39 cial cial JJ www-sonatype-com-3567 133 40 IT it NN www-sonatype-com-3567 133 41 teams team NNS www-sonatype-com-3567 133 42 ( ( -LRB- www-sonatype-com-3567 133 43 including include VBG www-sonatype-com-3567 133 44 Equifax Equifax NNP www-sonatype-com-3567 133 45 ) ) -RRB- www-sonatype-com-3567 133 46 could could MD www-sonatype-com-3567 133 47 respond respond VB www-sonatype-com-3567 133 48 and and CC www-sonatype-com-3567 133 49 update update VB www-sonatype-com-3567 133 50 their -PRON- PRP$ www-sonatype-com-3567 133 51 frameworks framework NNS www-sonatype-com-3567 133 52 . . . www-sonatype-com-3567 134 1 This this DT www-sonatype-com-3567 134 2 remarkably remarkably RB www-sonatype-com-3567 134 3 small small JJ www-sonatype-com-3567 134 4 window window NN www-sonatype-com-3567 134 5 to to TO www-sonatype-com-3567 134 6 respond respond VB www-sonatype-com-3567 134 7 led lead VBD www-sonatype-com-3567 134 8 to to IN www-sonatype-com-3567 134 9 numerous numerous JJ www-sonatype-com-3567 134 10 high high JJ www-sonatype-com-3567 134 11 - - HYPH www-sonatype-com-3567 134 12 profile profile NN www-sonatype-com-3567 134 13 breaches breach NNS www-sonatype-com-3567 134 14 , , , www-sonatype-com-3567 134 15 including include VBG www-sonatype-com-3567 134 16 Canada Canada NNP www-sonatype-com-3567 134 17 Statistics Statistics NNP www-sonatype-com-3567 134 18 , , , www-sonatype-com-3567 134 19 Canada Canada NNP www-sonatype-com-3567 134 20 Revenue Revenue NNP www-sonatype-com-3567 134 21 , , , www-sonatype-com-3567 134 22 the the DT www-sonatype-com-3567 134 23 GMO GMO NNP www-sonatype-com-3567 134 24 Payment Payment NNP www-sonatype-com-3567 134 25 Gateway Gateway NNP www-sonatype-com-3567 134 26 , , , www-sonatype-com-3567 134 27 Okinawa Okinawa NNP www-sonatype-com-3567 134 28 Power Power NNP www-sonatype-com-3567 134 29 , , , www-sonatype-com-3567 134 30 Japan Japan NNP www-sonatype-com-3567 134 31 Post Post NNP www-sonatype-com-3567 134 32 , , , www-sonatype-com-3567 134 33 India India NNP www-sonatype-com-3567 134 34 Post Post NNP www-sonatype-com-3567 134 35 , , , www-sonatype-com-3567 134 36 and and CC www-sonatype-com-3567 134 37 India India NNP www-sonatype-com-3567 134 38 ’s ’s POS www-sonatype-com-3567 134 39 AADHAAR AADHAAR NNP www-sonatype-com-3567 134 40 digital digital JJ www-sonatype-com-3567 134 41 identification identification NN www-sonatype-com-3567 134 42 system system NN www-sonatype-com-3567 134 43 . . . www-sonatype-com-3567 135 1 A a DT www-sonatype-com-3567 135 2 similar similar JJ www-sonatype-com-3567 135 3 exploit exploit NN www-sonatype-com-3567 135 4 timeline timeline NN www-sonatype-com-3567 135 5 played play VBD www-sonatype-com-3567 135 6 out out RP www-sonatype-com-3567 135 7 with with IN www-sonatype-com-3567 135 8 SaltStack SaltStack NNP www-sonatype-com-3567 135 9 this this DT www-sonatype-com-3567 135 10 year year NN www-sonatype-com-3567 135 11 . . . www-sonatype-com-3567 136 1 Vulnerabilities vulnerability NNS www-sonatype-com-3567 136 2 discovered discover VBD www-sonatype-com-3567 136 3 in in IN www-sonatype-com-3567 136 4 the the DT www-sonatype-com-3567 136 5 open open JJ www-sonatype-com-3567 136 6 source source NN www-sonatype-com-3567 136 7 application application NN www-sonatype-com-3567 136 8 were be VBD www-sonatype-com-3567 136 9 announced announce VBN www-sonatype-com-3567 136 10 on on IN www-sonatype-com-3567 136 11 April April NNP www-sonatype-com-3567 136 12 29th 29th NN www-sonatype-com-3567 136 13 — — : www-sonatype-com-3567 136 14 along along IN www-sonatype-com-3567 136 15 with with IN www-sonatype-com-3567 136 16 safer safe JJR www-sonatype-com-3567 136 17 , , , www-sonatype-com-3567 136 18 fixed fix VBN www-sonatype-com-3567 136 19 versions version NNS www-sonatype-com-3567 136 20 . . . www-sonatype-com-3567 137 1 Within within IN www-sonatype-com-3567 137 2 three three CD www-sonatype-com-3567 137 3 days day NNS www-sonatype-com-3567 137 4 , , , www-sonatype-com-3567 137 5 26 26 CD www-sonatype-com-3567 137 6 organizations organization NNS www-sonatype-com-3567 137 7 that that WDT www-sonatype-com-3567 137 8 had have VBD www-sonatype-com-3567 137 9 not not RB www-sonatype-com-3567 137 10 updated update VBN www-sonatype-com-3567 137 11 SaltStack SaltStack NNP www-sonatype-com-3567 137 12 lost lose VBD www-sonatype-com-3567 137 13 control control NN www-sonatype-com-3567 137 14 of of IN www-sonatype-com-3567 137 15 their -PRON- PRP$ www-sonatype-com-3567 137 16 application application NN www-sonatype-com-3567 137 17 to to IN www-sonatype-com-3567 137 18 adversaries adversary NNS www-sonatype-com-3567 137 19 ( ( -LRB- www-sonatype-com-3567 137 20 FIGURE FIGURE NNP www-sonatype-com-3567 137 21 1F).19 1f).19 CD www-sonatype-com-3567 137 22 The the DT www-sonatype-com-3567 137 23 window window NN www-sonatype-com-3567 137 24 of of IN www-sonatype-com-3567 137 25 exploitability exploitability NN www-sonatype-com-3567 137 26 — — : www-sonatype-com-3567 137 27 once once IN www-sonatype-com-3567 137 28 vulnerabil- vulnerabil- JJ www-sonatype-com-3567 137 29 ities itie NNS www-sonatype-com-3567 137 30 are be VBP www-sonatype-com-3567 137 31 disclosed disclose VBN www-sonatype-com-3567 137 32 — — : www-sonatype-com-3567 137 33 is be VBZ www-sonatype-com-3567 137 34 critical critical JJ www-sonatype-com-3567 137 35 for for IN www-sonatype-com-3567 137 36 enterprises enterprise NNS www-sonatype-com-3567 137 37 to to TO www-sonatype-com-3567 137 38 understand understand VB www-sonatype-com-3567 137 39 . . . www-sonatype-com-3567 138 1 Our -PRON- PRP$ www-sonatype-com-3567 138 2 2020 2020 CD www-sonatype-com-3567 138 3 survey survey NN www-sonatype-com-3567 138 4 of of IN www-sonatype-com-3567 138 5 679 679 CD www-sonatype-com-3567 138 6 develop- develop- NN www-sonatype-com-3567 138 7 ment ment JJ www-sonatype-com-3567 138 8 professionals professional NNS www-sonatype-com-3567 138 9 revealed reveal VBD www-sonatype-com-3567 138 10 that that IN www-sonatype-com-3567 138 11 only only RB www-sonatype-com-3567 138 12 17 17 CD www-sonatype-com-3567 138 13 % % NN www-sonatype-com-3567 138 14 of of IN www-sonatype-com-3567 138 15 organizations organization NNS www-sonatype-com-3567 138 16 become become VBP www-sonatype-com-3567 138 17 aware aware JJ www-sonatype-com-3567 138 18 of of IN www-sonatype-com-3567 138 19 new new JJ www-sonatype-com-3567 138 20 open open JJ www-sonatype-com-3567 138 21 source source NN www-sonatype-com-3567 138 22 vulnerabilities vulnerability NNS www-sonatype-com-3567 138 23 within within IN www-sonatype-com-3567 138 24 a a DT www-sonatype-com-3567 138 25 day day NN www-sonatype-com-3567 138 26 of of IN www-sonatype-com-3567 138 27 public public JJ www-sonatype-com-3567 138 28 disclosure disclosure NN www-sonatype-com-3567 138 29 . . . www-sonatype-com-3567 139 1 Thirty thirty CD www-sonatype-com-3567 139 2 five five CD www-sonatype-com-3567 139 3 percent percent NN www-sonatype-com-3567 139 4 ( ( -LRB- www-sonatype-com-3567 139 5 35 35 CD www-sonatype-com-3567 139 6 % % NN www-sonatype-com-3567 139 7 ) ) -RRB- www-sonatype-com-3567 139 8 find find VBP www-sonatype-com-3567 139 9 out out RP www-sonatype-com-3567 139 10 within within IN www-sonatype-com-3567 139 11 one one CD www-sonatype-com-3567 139 12 to to TO www-sonatype-com-3567 139 13 seven seven CD www-sonatype-com-3567 139 14 days day NNS www-sonatype-com-3567 139 15 , , , www-sonatype-com-3567 139 16 and and CC www-sonatype-com-3567 139 17 the the DT www-sonatype-com-3567 139 18 remaining remain VBG www-sonatype-com-3567 139 19 48 48 CD www-sonatype-com-3567 139 20 % % NN www-sonatype-com-3567 139 21 become become VBP www-sonatype-com-3567 139 22 aware aware JJ www-sonatype-com-3567 139 23 of of IN www-sonatype-com-3567 139 24 new new JJ www-sonatype-com-3567 139 25 vulnerabilities vulnerability NNS www-sonatype-com-3567 139 26 after after IN www-sonatype-com-3567 139 27 a a DT www-sonatype-com-3567 139 28 week week NN www-sonatype-com-3567 139 29 ’s ’s POS www-sonatype-com-3567 139 30 time time NN www-sonatype-com-3567 139 31 . . . www-sonatype-com-3567 140 1 Once once IN www-sonatype-com-3567 140 2 an an DT www-sonatype-com-3567 140 3 organization organization NN www-sonatype-com-3567 140 4 becomes become VBZ www-sonatype-com-3567 140 5 aware aware JJ www-sonatype-com-3567 140 6 of of IN www-sonatype-com-3567 140 7 a a DT www-sonatype-com-3567 140 8 new new JJ www-sonatype-com-3567 140 9 open open JJ www-sonatype-com-3567 140 10 source source NN www-sonatype-com-3567 140 11 vulnerability vulnerability NN www-sonatype-com-3567 140 12 , , , www-sonatype-com-3567 140 13 mitigating mitigate VBG www-sonatype-com-3567 140 14 actions action NNS www-sonatype-com-3567 140 15 can can MD www-sonatype-com-3567 140 16 begin begin VB www-sonatype-com-3567 140 17 . . . www-sonatype-com-3567 141 1 The the DT www-sonatype-com-3567 141 2 same same JJ www-sonatype-com-3567 141 3 survey survey NN www-sonatype-com-3567 141 4 revealed reveal VBD www-sonatype-com-3567 141 5 that that IN www-sonatype-com-3567 141 6 51 51 CD www-sonatype-com-3567 141 7 % % NN www-sonatype-com-3567 141 8 of of IN www-sonatype-com-3567 141 9 participants participant NNS www-sonatype-com-3567 141 10 required require VBN www-sonatype-com-3567 141 11 more more JJR www-sonatype-com-3567 141 12 than than IN www-sonatype-com-3567 141 13 a a DT www-sonatype-com-3567 141 14 week week NN www-sonatype-com-3567 141 15 to to TO www-sonatype-com-3567 141 16 respond respond VB www-sonatype-com-3567 141 17 ( ( -LRB- www-sonatype-com-3567 141 18 FIGURE FIGURE NNP www-sonatype-com-3567 141 19 1E 1e NN www-sonatype-com-3567 141 20 ) ) -RRB- www-sonatype-com-3567 141 21 . . . www-sonatype-com-3567 142 1 This this DT www-sonatype-com-3567 142 2 means mean VBZ www-sonatype-com-3567 142 3 that that IN www-sonatype-com-3567 142 4 adversaries adversary NNS www-sonatype-com-3567 142 5 averaging average VBG www-sonatype-com-3567 142 6 three three CD www-sonatype-com-3567 142 7 days day NNS www-sonatype-com-3567 142 8 to to TO www-sonatype-com-3567 142 9 exploit exploit VB www-sonatype-com-3567 142 10 newly newly RB www-sonatype-com-3567 142 11 disclosed disclose VBN www-sonatype-com-3567 142 12 vulnerabilities vulnerability NNS www-sonatype-com-3567 142 13 hold hold VBP www-sonatype-com-3567 142 14 an an DT www-sonatype-com-3567 142 15 advantage advantage NN www-sonatype-com-3567 142 16 over over IN www-sonatype-com-3567 142 17 half half PDT www-sonatype-com-3567 142 18 their -PRON- PRP$ www-sonatype-com-3567 142 19 enterprise enterprise NN www-sonatype-com-3567 142 20 targets target NNS www-sonatype-com-3567 142 21 . . . www-sonatype-com-3567 143 1 With with IN www-sonatype-com-3567 143 2 a a DT www-sonatype-com-3567 143 3 better well JJR www-sonatype-com-3567 143 4 understanding understanding NN www-sonatype-com-3567 143 5 of of IN www-sonatype-com-3567 143 6 adversaries adversary NNS www-sonatype-com-3567 143 7 attack attack VBP www-sonatype-com-3567 143 8 vectors vector NNS www-sonatype-com-3567 143 9 on on IN www-sonatype-com-3567 143 10 software software NN www-sonatype-com-3567 143 11 supply supply NN www-sonatype-com-3567 143 12 chains chain NNS www-sonatype-com-3567 143 13 , , , www-sonatype-com-3567 143 14 our -PRON- PRP$ www-sonatype-com-3567 143 15 next next JJ www-sonatype-com-3567 143 16 chapter chapter NN www-sonatype-com-3567 143 17 will will MD www-sonatype-com-3567 143 18 shed shed VB www-sonatype-com-3567 143 19 light light NN www-sonatype-com-3567 143 20 on on IN www-sonatype-com-3567 143 21 the the DT www-sonatype-com-3567 143 22 industry industry NN www-sonatype-com-3567 143 23 ’s ’s POS www-sonatype-com-3567 143 24 growing grow VBG www-sonatype-com-3567 143 25 supply supply NN www-sonatype-com-3567 143 26 of of IN www-sonatype-com-3567 143 27 and and CC www-sonatype-com-3567 143 28 insatiable insatiable JJ www-sonatype-com-3567 143 29 demand demand NN www-sonatype-com-3567 143 30 for for IN www-sonatype-com-3567 143 31 open open JJ www-sonatype-com-3567 143 32 source source NN www-sonatype-com-3567 143 33 components component NNS www-sonatype-com-3567 143 34 . . . www-sonatype-com-3567 144 1 ■ ■ NFP www-sonatype-com-3567 144 2 FIGURE FIGURE NNP www-sonatype-com-3567 144 3 1E 1E NNP www-sonatype-com-3567 144 4 Time time NN www-sonatype-com-3567 144 5 to to IN www-sonatype-com-3567 144 6 Remediate Remediate NNP www-sonatype-com-3567 144 7 Known Known NNP www-sonatype-com-3567 144 8 OSS oss NN www-sonatype-com-3567 144 9 Vulnerabilities vulnerability NNS www-sonatype-com-3567 144 10 After after IN www-sonatype-com-3567 144 11 Detection detection NN www-sonatype-com-3567 144 12 102020 102020 CD www-sonatype-com-3567 144 13 STATE STATE NNP www-sonatype-com-3567 144 14 OF of IN www-sonatype-com-3567 144 15 THE the DT www-sonatype-com-3567 144 16 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 144 17 SUPPLY supply NN www-sonatype-com-3567 144 18 CHAIN chain NN www-sonatype-com-3567 144 19 REPORT report NN www-sonatype-com-3567 144 20 C c NN www-sonatype-com-3567 144 21 H h NN www-sonatype-com-3567 144 22 A a NN www-sonatype-com-3567 144 23 P p NN www-sonatype-com-3567 144 24 T t NN www-sonatype-com-3567 144 25 E e NN www-sonatype-com-3567 144 26 R r NN www-sonatype-com-3567 144 27 1 1 CD www-sonatype-com-3567 144 28 : : : www-sonatype-com-3567 144 29 O o NN www-sonatype-com-3567 144 30 P p NN www-sonatype-com-3567 144 31 E e NN www-sonatype-com-3567 144 32 N n NN www-sonatype-com-3567 144 33 S s NN www-sonatype-com-3567 144 34 E e NN www-sonatype-com-3567 144 35 A a NN www-sonatype-com-3567 144 36 S s NN www-sonatype-com-3567 144 37 O o NN www-sonatype-com-3567 144 38 N n NN www-sonatype-com-3567 144 39 O o NN www-sonatype-com-3567 144 40 N n NN www-sonatype-com-3567 144 41 O o NN www-sonatype-com-3567 144 42 P p NN www-sonatype-com-3567 144 43 E e NN www-sonatype-com-3567 144 44 N n NN www-sonatype-com-3567 144 45 S s NN www-sonatype-com-3567 144 46 O o NN www-sonatype-com-3567 144 47 U u NN www-sonatype-com-3567 144 48 R r NN www-sonatype-com-3567 144 49 C c NN www-sonatype-com-3567 144 50 E e NN www-sonatype-com-3567 144 51 FIGURE figure NN www-sonatype-com-3567 144 52 1F 1F NNS www-sonatype-com-3567 144 53 Adversaries Adversaries NNPS www-sonatype-com-3567 144 54 exploited exploit VBD www-sonatype-com-3567 144 55 open open JJ www-sonatype-com-3567 144 56 source source NN www-sonatype-com-3567 144 57 vulnerabilities vulnerability NNS www-sonatype-com-3567 144 58 within within IN www-sonatype-com-3567 144 59 3 3 CD www-sonatype-com-3567 144 60 days day NNS www-sonatype-com-3567 144 61 of of IN www-sonatype-com-3567 144 62 disclosure disclosure NN www-sonatype-com-3567 144 63 . . . www-sonatype-com-3567 145 1 26 26 CD www-sonatype-com-3567 145 2 organizations organization NNS www-sonatype-com-3567 145 3 breached breach VBN www-sonatype-com-3567 145 4 in in IN www-sonatype-com-3567 145 5 May May NNP www-sonatype-com-3567 145 6 2020 2020 CD www-sonatype-com-3567 145 7 . . . www-sonatype-com-3567 146 1 MARCH MARCH NNP www-sonatype-com-3567 146 2 12 12 CD www-sonatype-com-3567 146 3 Vulnerability Vulnerability NNP www-sonatype-com-3567 146 4 found find VBD www-sonatype-com-3567 146 5 in in IN www-sonatype-com-3567 146 6 SaltStack SaltStack NNP www-sonatype-com-3567 146 7 open open JJ www-sonatype-com-3567 146 8 source source NN www-sonatype-com-3567 146 9 configuration configuration NN www-sonatype-com-3567 146 10 framework framework NN www-sonatype-com-3567 146 11 , , , www-sonatype-com-3567 146 12 available available JJ www-sonatype-com-3567 146 13 as as IN www-sonatype-com-3567 146 14 a a DT www-sonatype-com-3567 146 15 PyPI pypi NN www-sonatype-com-3567 146 16 package package NN www-sonatype-com-3567 146 17 . . . www-sonatype-com-3567 147 1 According accord VBG www-sonatype-com-3567 147 2 to to IN www-sonatype-com-3567 147 3 Flexera Flexera NNP www-sonatype-com-3567 147 4 , , , www-sonatype-com-3567 147 5 Salt Salt NNP www-sonatype-com-3567 147 6 is be VBZ www-sonatype-com-3567 147 7 used use VBN www-sonatype-com-3567 147 8 by by IN www-sonatype-com-3567 147 9 around around IN www-sonatype-com-3567 147 10 17 17 CD www-sonatype-com-3567 147 11 percent percent NN www-sonatype-com-3567 147 12 of of IN www-sonatype-com-3567 147 13 organizations organization NNS www-sonatype-com-3567 147 14 with with IN www-sonatype-com-3567 147 15 cloud cloud NN www-sonatype-com-3567 147 16 deployments deployment NNS www-sonatype-com-3567 147 17 . . . www-sonatype-com-3567 148 1 Adversaries adversary NNS www-sonatype-com-3567 148 2 exploited exploit VBD www-sonatype-com-3567 148 3 open open JJ www-sonatype-com-3567 148 4 source source NN www-sonatype-com-3567 148 5 vulnerabilities vulnerability NNS www-sonatype-com-3567 148 6 within within IN www-sonatype-com-3567 148 7 3 3 CD www-sonatype-com-3567 148 8 days day NNS www-sonatype-com-3567 148 9 of of IN www-sonatype-com-3567 148 10 disclosure disclosure NN www-sonatype-com-3567 148 11 . . . www-sonatype-com-3567 149 1 26 26 CD www-sonatype-com-3567 149 2 organizations organization NNS www-sonatype-com-3567 149 3 breached breach VBN www-sonatype-com-3567 149 4 in in IN www-sonatype-com-3567 149 5 May May NNP www-sonatype-com-3567 149 6 2020 2020 CD www-sonatype-com-3567 149 7 . . . www-sonatype-com-3567 150 1 MARCH MARCH NNP www-sonatype-com-3567 150 2 24 24 CD www-sonatype-com-3567 150 3 SaltStack SaltStack NNP www-sonatype-com-3567 150 4 confirms confirm VBZ www-sonatype-com-3567 150 5 receipt receipt NN www-sonatype-com-3567 150 6 of of IN www-sonatype-com-3567 150 7 vulnerability vulnerability NN www-sonatype-com-3567 150 8 report report NN www-sonatype-com-3567 150 9 . . . www-sonatype-com-3567 151 1 APRIL APRIL NNP www-sonatype-com-3567 151 2 15 15 CD www-sonatype-com-3567 151 3 F f NN www-sonatype-com-3567 151 4 - - HYPH www-sonatype-com-3567 151 5 secure secure JJ www-sonatype-com-3567 151 6 informs inform NNS www-sonatype-com-3567 151 7 SaltStack SaltStack NNP www-sonatype-com-3567 151 8 of of IN www-sonatype-com-3567 151 9 6,000 6,000 CD www-sonatype-com-3567 151 10 publicly publicly RB www-sonatype-com-3567 151 11 exposed expose VBN www-sonatype-com-3567 151 12 Salt Salt NNP www-sonatype-com-3567 151 13 Masters Masters NNP www-sonatype-com-3567 151 14 at at IN www-sonatype-com-3567 151 15 risk risk NN www-sonatype-com-3567 151 16 of of IN www-sonatype-com-3567 151 17 compromise compromise NN www-sonatype-com-3567 151 18 . . . www-sonatype-com-3567 152 1 APRIL APRIL NNP www-sonatype-com-3567 152 2 23 23 CD www-sonatype-com-3567 152 3 SaltStack SaltStack NNP www-sonatype-com-3567 152 4 publishes publish VBZ www-sonatype-com-3567 152 5 advance advance JJ www-sonatype-com-3567 152 6 notice notice NN www-sonatype-com-3567 152 7 to to IN www-sonatype-com-3567 152 8 their -PRON- PRP$ www-sonatype-com-3567 152 9 users user NNS www-sonatype-com-3567 152 10 urging urge VBG www-sonatype-com-3567 152 11 them -PRON- PRP www-sonatype-com-3567 152 12 not not RB www-sonatype-com-3567 152 13 to to TO www-sonatype-com-3567 152 14 expose expose VB www-sonatype-com-3567 152 15 Salt Salt NNP www-sonatype-com-3567 152 16 Masters Masters NNP www-sonatype-com-3567 152 17 to to IN www-sonatype-com-3567 152 18 the the DT www-sonatype-com-3567 152 19 internet internet NN www-sonatype-com-3567 152 20 and and CC www-sonatype-com-3567 152 21 prepare prepare VB www-sonatype-com-3567 152 22 to to TO www-sonatype-com-3567 152 23 apply apply VB www-sonatype-com-3567 152 24 patch patch NN www-sonatype-com-3567 152 25 on on IN www-sonatype-com-3567 152 26 April April NNP www-sonatype-com-3567 152 27 29th 29th NN www-sonatype-com-3567 152 28 . . . www-sonatype-com-3567 153 1 APRIL APRIL NNP www-sonatype-com-3567 153 2 29 29 CD www-sonatype-com-3567 153 3 SaltStack SaltStack NNP www-sonatype-com-3567 153 4 publishes publish VBZ www-sonatype-com-3567 153 5 version version NN www-sonatype-com-3567 153 6 3000.2 3000.2 CD www-sonatype-com-3567 153 7 and and CC www-sonatype-com-3567 153 8 2019.2.4 2019.2.4 CD www-sonatype-com-3567 153 9 to to TO www-sonatype-com-3567 153 10 fix fix VB www-sonatype-com-3567 153 11 issue issue NN www-sonatype-com-3567 153 12 and and CC www-sonatype-com-3567 153 13 shares share NNS www-sonatype-com-3567 153 14 identifiers identifier NNS www-sonatype-com-3567 153 15 : : : www-sonatype-com-3567 153 16 CVE-2020 CVE-2020 NNP www-sonatype-com-3567 153 17 - - HYPH www-sonatype-com-3567 153 18 11651 11651 CD www-sonatype-com-3567 153 19 and and CC www-sonatype-com-3567 153 20 CVE- CVE- NNP www-sonatype-com-3567 153 21 2020 2020 CD www-sonatype-com-3567 153 22 - - SYM www-sonatype-com-3567 153 23 11652 11652 CD www-sonatype-com-3567 153 24 . . . www-sonatype-com-3567 154 1 F F NNP www-sonatype-com-3567 154 2 - - HYPH www-sonatype-com-3567 154 3 Secure Secure NNP www-sonatype-com-3567 154 4 : : : www-sonatype-com-3567 154 5 “ " `` www-sonatype-com-3567 154 6 We -PRON- PRP www-sonatype-com-3567 154 7 expect expect VBP www-sonatype-com-3567 154 8 that that IN www-sonatype-com-3567 154 9 any any DT www-sonatype-com-3567 154 10 competent competent JJ www-sonatype-com-3567 154 11 hacker hacker NN www-sonatype-com-3567 154 12 will will MD www-sonatype-com-3567 154 13 be be VB www-sonatype-com-3567 154 14 able able JJ www-sonatype-com-3567 154 15 to to TO www-sonatype-com-3567 154 16 create create VB www-sonatype-com-3567 154 17 100 100 CD www-sonatype-com-3567 154 18 % % NN www-sonatype-com-3567 154 19 reliable reliable JJ www-sonatype-com-3567 154 20 exploits exploit NNS www-sonatype-com-3567 154 21 for for IN www-sonatype-com-3567 154 22 these these DT www-sonatype-com-3567 154 23 issues issue NNS www-sonatype-com-3567 154 24 in in IN www-sonatype-com-3567 154 25 under under IN www-sonatype-com-3567 154 26 24 24 CD www-sonatype-com-3567 154 27 hours hour NNS www-sonatype-com-3567 154 28 . . . www-sonatype-com-3567 154 29 ” " '' www-sonatype-com-3567 154 30 Coordinated Coordinated NNP www-sonatype-com-3567 154 31 Disclosure Disclosure NNP www-sonatype-com-3567 154 32 MAY MAY NNP www-sonatype-com-3567 154 33 2 2 CD www-sonatype-com-3567 154 34 LineageOS LineageOS NNP www-sonatype-com-3567 154 35 , , , www-sonatype-com-3567 154 36 a a DT www-sonatype-com-3567 154 37 maker maker NN www-sonatype-com-3567 154 38 of of IN www-sonatype-com-3567 154 39 an an DT www-sonatype-com-3567 154 40 open open JJ www-sonatype-com-3567 154 41 source source NN www-sonatype-com-3567 154 42 operating operate VBG www-sonatype-com-3567 154 43 system system NN www-sonatype-com-3567 154 44 based base VBN www-sonatype-com-3567 154 45 on on IN www-sonatype-com-3567 154 46 Android Android NNP www-sonatype-com-3567 154 47 , , , www-sonatype-com-3567 154 48 said say VBD www-sonatype-com-3567 154 49 it -PRON- PRP www-sonatype-com-3567 154 50 detected detect VBD www-sonatype-com-3567 154 51 the the DT www-sonatype-com-3567 154 52 intrusion intrusion NN www-sonatype-com-3567 154 53 on on IN www-sonatype-com-3567 154 54 May May NNP www-sonatype-com-3567 154 55 2nd 2nd NN www-sonatype-com-3567 154 56 at at IN www-sonatype-com-3567 154 57 around around RB www-sonatype-com-3567 154 58 8 8 CD www-sonatype-com-3567 154 59 pm pm NN www-sonatype-com-3567 154 60 Pacific Pacific NNP www-sonatype-com-3567 154 61 Time Time NNP www-sonatype-com-3567 154 62 . . . www-sonatype-com-3567 155 1 MAY MAY NNP www-sonatype-com-3567 155 2 3 3 CD www-sonatype-com-3567 155 3 DigiCert DigiCert NNP www-sonatype-com-3567 155 4 reported report VBD www-sonatype-com-3567 155 5 that that IN www-sonatype-com-3567 155 6 one one CD www-sonatype-com-3567 155 7 of of IN www-sonatype-com-3567 155 8 its -PRON- PRP$ www-sonatype-com-3567 155 9 Certificate Certificate NNP www-sonatype-com-3567 155 10 Transparency Transparency NNP www-sonatype-com-3567 155 11 logs log NNS www-sonatype-com-3567 155 12 was be VBD www-sonatype-com-3567 155 13 affected affect VBN www-sonatype-com-3567 155 14 after after IN www-sonatype-com-3567 155 15 attackers attacker NNS www-sonatype-com-3567 155 16 used use VBD www-sonatype-com-3567 155 17 the the DT www-sonatype-com-3567 155 18 Salt Salt NNP www-sonatype-com-3567 155 19 exploits exploit NNS www-sonatype-com-3567 155 20 . . . www-sonatype-com-3567 156 1 Ghost ghost NN www-sonatype-com-3567 156 2 , , , www-sonatype-com-3567 156 3 a a DT www-sonatype-com-3567 156 4 node.js node.js ADD www-sonatype-com-3567 156 5 blogging blogging NN www-sonatype-com-3567 156 6 platform platform NN www-sonatype-com-3567 156 7 , , , www-sonatype-com-3567 156 8 reports report VBZ www-sonatype-com-3567 156 9 an an DT www-sonatype-com-3567 156 10 attacker attacker NN www-sonatype-com-3567 156 11 used use VBD www-sonatype-com-3567 156 12 a a DT www-sonatype-com-3567 156 13 CVE CVE NNP www-sonatype-com-3567 156 14 in in IN www-sonatype-com-3567 156 15 our -PRON- PRP$ www-sonatype-com-3567 156 16 SaltStack SaltStack NNP www-sonatype-com-3567 156 17 master master NN www-sonatype-com-3567 156 18 to to TO www-sonatype-com-3567 156 19 gain gain VB www-sonatype-com-3567 156 20 access access NN www-sonatype-com-3567 156 21 to to IN www-sonatype-com-3567 156 22 our -PRON- PRP$ www-sonatype-com-3567 156 23 infrastructure infrastructure NN www-sonatype-com-3567 156 24 and and CC www-sonatype-com-3567 156 25 install install VB www-sonatype-com-3567 156 26 a a DT www-sonatype-com-3567 156 27 cryptocurrency cryptocurrency NN www-sonatype-com-3567 156 28 miner miner NN www-sonatype-com-3567 156 29 . . . www-sonatype-com-3567 157 1 Xen Xen NNP www-sonatype-com-3567 157 2 - - HYPH www-sonatype-com-3567 157 3 Orchestra Orchestra NNP www-sonatype-com-3567 157 4 reports report VBZ www-sonatype-com-3567 157 5 coin coin NN www-sonatype-com-3567 157 6 mining mining NN www-sonatype-com-3567 157 7 script script NN www-sonatype-com-3567 157 8 ran run VBD www-sonatype-com-3567 157 9 on on IN www-sonatype-com-3567 157 10 some some DT www-sonatype-com-3567 157 11 of of IN www-sonatype-com-3567 157 12 their -PRON- PRP$ www-sonatype-com-3567 157 13 VMs vm NNS www-sonatype-com-3567 157 14 tied tie VBN www-sonatype-com-3567 157 15 to to IN www-sonatype-com-3567 157 16 SaltStack SaltStack NNP www-sonatype-com-3567 157 17 vulnerability vulnerability NN www-sonatype-com-3567 157 18 . . . www-sonatype-com-3567 158 1 Algolia Algolia NNP www-sonatype-com-3567 158 2 reports report VBZ www-sonatype-com-3567 158 3 hackers hacker NNS www-sonatype-com-3567 158 4 installed instal VBD www-sonatype-com-3567 158 5 a a DT www-sonatype-com-3567 158 6 backdoor backdoor NN www-sonatype-com-3567 158 7 and and CC www-sonatype-com-3567 158 8 a a DT www-sonatype-com-3567 158 9 cryptocurrency cryptocurrency NN www-sonatype-com-3567 158 10 miner miner NN www-sonatype-com-3567 158 11 on on IN www-sonatype-com-3567 158 12 a a DT www-sonatype-com-3567 158 13 small small JJ www-sonatype-com-3567 158 14 number number NN www-sonatype-com-3567 158 15 of of IN www-sonatype-com-3567 158 16 its -PRON- PRP$ www-sonatype-com-3567 158 17 servers server NNS www-sonatype-com-3567 158 18 . . . www-sonatype-com-3567 159 1 APRIL APRIL NNP www-sonatype-com-3567 159 2 30 30 CD www-sonatype-com-3567 159 3 Sonatype Sonatype NNP www-sonatype-com-3567 159 4 ingests ingest VBZ www-sonatype-com-3567 159 5 the the DT www-sonatype-com-3567 159 6 CVE CVE NNP www-sonatype-com-3567 159 7 information information NN www-sonatype-com-3567 159 8 . . . www-sonatype-com-3567 160 1 MAY MAY NNP www-sonatype-com-3567 160 2 2 2 CD www-sonatype-com-3567 160 3 15 15 CD www-sonatype-com-3567 160 4 breaches breach NNS www-sonatype-com-3567 160 5 noted note VBN www-sonatype-com-3567 160 6 on on IN www-sonatype-com-3567 160 7 GitHub GitHub NNP www-sonatype-com-3567 160 8 accounts account NNS www-sonatype-com-3567 160 9 • • NNP www-sonatype-com-3567 160 10 xiaopanggege xiaopanggege VBD www-sonatype-com-3567 160 11 : : : www-sonatype-com-3567 160 12 an an DT www-sonatype-com-3567 160 13 unknown unknown JJ www-sonatype-com-3567 160 14 program program NN www-sonatype-com-3567 160 15 suddenly suddenly RB www-sonatype-com-3567 160 16 ran run VBD www-sonatype-com-3567 160 17 today today NN www-sonatype-com-3567 160 18 • • NNP www-sonatype-com-3567 160 19 atuchak atuchak NN www-sonatype-com-3567 160 20 : : : www-sonatype-com-3567 160 21 I -PRON- PRP www-sonatype-com-3567 160 22 have have VBP www-sonatype-com-3567 160 23 the the DT www-sonatype-com-3567 160 24 same same JJ www-sonatype-com-3567 160 25 • • NN www-sonatype-com-3567 160 26 nepetadosmil nepetadosmil NN www-sonatype-com-3567 160 27 : : : www-sonatype-com-3567 160 28 gents gent NNS www-sonatype-com-3567 160 29 , , , www-sonatype-com-3567 160 30 this this DT www-sonatype-com-3567 160 31 is be VBZ www-sonatype-com-3567 160 32 an an DT www-sonatype-com-3567 160 33 attack attack NN www-sonatype-com-3567 160 34 . . . www-sonatype-com-3567 161 1 We -PRON- PRP www-sonatype-com-3567 161 2 ’ve have VB www-sonatype-com-3567 161 3 had have VBD www-sonatype-com-3567 161 4 all all DT www-sonatype-com-3567 161 5 firewalls firewall NNS www-sonatype-com-3567 161 6 disabled disabled JJ www-sonatype-com-3567 161 7 • • NNP www-sonatype-com-3567 161 8 aidanstevens29 aidanstevens29 NNP www-sonatype-com-3567 161 9 : : : www-sonatype-com-3567 161 10 a a DT www-sonatype-com-3567 161 11 backdoor backdoor NN www-sonatype-com-3567 161 12 was be VBD www-sonatype-com-3567 161 13 also also RB www-sonatype-com-3567 161 14 installed instal VBN www-sonatype-com-3567 161 15 via via IN www-sonatype-com-3567 161 16 the the DT www-sonatype-com-3567 161 17 exploit exploit NN www-sonatype-com-3567 161 18 • • NNP www-sonatype-com-3567 161 19 ndmgrphc ndmgrphc NN www-sonatype-com-3567 161 20 : : : www-sonatype-com-3567 161 21 entire entire JJ www-sonatype-com-3567 161 22 system system NN www-sonatype-com-3567 161 23 is be VBZ www-sonatype-com-3567 161 24 being be VBG www-sonatype-com-3567 161 25 taken take VBN www-sonatype-com-3567 161 26 down down RP www-sonatype-com-3567 161 27 • • NN www-sonatype-com-3567 161 28 nebev nebev NN www-sonatype-com-3567 161 29 : : : www-sonatype-com-3567 161 30 been be VBN www-sonatype-com-3567 161 31 affected affect VBN www-sonatype-com-3567 161 32 :( :( NFP www-sonatype-com-3567 161 33 • • NNP www-sonatype-com-3567 161 34 venugopalnaidu venugopalnaidu RB www-sonatype-com-3567 161 35 : : : www-sonatype-com-3567 161 36 we -PRON- PRP www-sonatype-com-3567 161 37 got get VBD www-sonatype-com-3567 161 38 the the DT www-sonatype-com-3567 161 39 same same JJ www-sonatype-com-3567 161 40 issue issue NN www-sonatype-com-3567 161 41 • • NNP www-sonatype-com-3567 161 42 gorgeousJ gorgeousJ NNP www-sonatype-com-3567 161 43 : : : www-sonatype-com-3567 161 44 same same JJ www-sonatype-com-3567 161 45 thing thing NN www-sonatype-com-3567 161 46 in in IN www-sonatype-com-3567 161 47 my -PRON- PRP$ www-sonatype-com-3567 161 48 servers server NNS www-sonatype-com-3567 161 49 • • NNP www-sonatype-com-3567 161 50 atastycookie atastycookie NN www-sonatype-com-3567 161 51 : : : www-sonatype-com-3567 161 52 we -PRON- PRP www-sonatype-com-3567 161 53 are be VBP www-sonatype-com-3567 161 54 investigating investigate VBG www-sonatype-com-3567 161 55 • • NNP www-sonatype-com-3567 161 56 leeyo leeyo NN www-sonatype-com-3567 161 57 : : : www-sonatype-com-3567 161 58 we -PRON- PRP www-sonatype-com-3567 161 59 have have VBP www-sonatype-com-3567 161 60 the the DT www-sonatype-com-3567 161 61 same same JJ www-sonatype-com-3567 161 62 problem problem NN www-sonatype-com-3567 161 63 • • NNP www-sonatype-com-3567 161 64 avasz avasz VBP www-sonatype-com-3567 161 65 : : : www-sonatype-com-3567 161 66 It -PRON- PRP www-sonatype-com-3567 161 67 also also RB www-sonatype-com-3567 161 68 stopped stop VBD www-sonatype-com-3567 161 69 and and CC www-sonatype-com-3567 161 70 disabled disabled JJ www-sonatype-com-3567 161 71 docker docker NN www-sonatype-com-3567 161 72 services service NNS www-sonatype-com-3567 161 73 • • NNP www-sonatype-com-3567 161 74 aldenar aldenar NN www-sonatype-com-3567 161 75 : : : www-sonatype-com-3567 161 76 looking look VBG www-sonatype-com-3567 161 77 through through IN www-sonatype-com-3567 161 78 my -PRON- PRP$ www-sonatype-com-3567 161 79 affected affect VBN www-sonatype-com-3567 161 80 machines machine NNS www-sonatype-com-3567 161 81 , , , www-sonatype-com-3567 161 82 a a DT www-sonatype-com-3567 161 83 dropper dropper NN www-sonatype-com-3567 161 84 scriptfile scriptfile NN www-sonatype-com-3567 161 85 was be VBD www-sonatype-com-3567 161 86 found find VBN www-sonatype-com-3567 161 87 • • NNP www-sonatype-com-3567 161 88 foobartender foobartender NN www-sonatype-com-3567 161 89 : : : www-sonatype-com-3567 161 90 it -PRON- PRP www-sonatype-com-3567 161 91 also also RB www-sonatype-com-3567 161 92 adds add VBZ www-sonatype-com-3567 161 93 a a DT www-sonatype-com-3567 161 94 key key NN www-sonatype-com-3567 161 95 to to IN www-sonatype-com-3567 161 96 /root/.ssh /root/.ssh NNP www-sonatype-com-3567 161 97 / / SYM www-sonatype-com-3567 161 98 authorized_keys authorized_keys NNP www-sonatype-com-3567 161 99 • • NNP www-sonatype-com-3567 161 100 bruxy bruxy VBD www-sonatype-com-3567 161 101 : : : www-sonatype-com-3567 161 102 same same JJ www-sonatype-com-3567 161 103 issue issue NN www-sonatype-com-3567 161 104 here here RB www-sonatype-com-3567 161 105 • • VBP www-sonatype-com-3567 161 106 mcpcholkin mcpcholkin NNP www-sonatype-com-3567 161 107 : : : www-sonatype-com-3567 161 108 I -PRON- PRP www-sonatype-com-3567 161 109 found find VBD www-sonatype-com-3567 161 110 it -PRON- PRP www-sonatype-com-3567 161 111 only only RB www-sonatype-com-3567 161 112 on on IN www-sonatype-com-3567 161 113 one one CD www-sonatype-com-3567 161 114 server server NN www-sonatype-com-3567 161 115 • • NNP www-sonatype-com-3567 161 116 wavded wavde VBD www-sonatype-com-3567 161 117 : : : www-sonatype-com-3567 161 118 we -PRON- PRP www-sonatype-com-3567 161 119 had have VBD www-sonatype-com-3567 161 120 one one CD www-sonatype-com-3567 161 121 job job NN www-sonatype-com-3567 161 122 that that WDT www-sonatype-com-3567 161 123 was be VBD www-sonatype-com-3567 161 124 executed execute VBN www-sonatype-com-3567 161 125 that that WDT www-sonatype-com-3567 161 126 did do VBD www-sonatype-com-3567 161 127 the the DT www-sonatype-com-3567 161 128 following following NN www-sonatype-com-3567 161 129 on on IN www-sonatype-com-3567 161 130 each each DT www-sonatype-com-3567 161 131 server server NN www-sonatype-com-3567 161 132 • • NNP www-sonatype-com-3567 161 133 justinimn justinimn NN www-sonatype-com-3567 161 134 : : : www-sonatype-com-3567 161 135 I -PRON- PRP www-sonatype-com-3567 161 136 got get VBD www-sonatype-com-3567 161 137 hit hit VBN www-sonatype-com-3567 161 138 a a DT www-sonatype-com-3567 161 139 few few JJ www-sonatype-com-3567 161 140 hours hour NNS www-sonatype-com-3567 161 141 ago ago RB www-sonatype-com-3567 161 142 • • NNP www-sonatype-com-3567 161 143 curu curu NN www-sonatype-com-3567 161 144 : : : www-sonatype-com-3567 161 145 Firewall firewall NN www-sonatype-com-3567 161 146 rules rule NNS www-sonatype-com-3567 161 147 stopped stop VBD www-sonatype-com-3567 161 148 and and CC www-sonatype-com-3567 161 149 disabled disabled JJ www-sonatype-com-3567 161 150 • • NNP www-sonatype-com-3567 161 151 jblac jblac NNS www-sonatype-com-3567 161 152 : : : www-sonatype-com-3567 161 153 it -PRON- PRP www-sonatype-com-3567 161 154 's be VBZ www-sonatype-com-3567 161 155 the the DT www-sonatype-com-3567 161 156 same same JJ www-sonatype-com-3567 161 157 issue issue NN www-sonatype-com-3567 161 158 I -PRON- PRP www-sonatype-com-3567 161 159 was be VBD www-sonatype-com-3567 161 160 plagued plague VBN www-sonatype-com-3567 161 161 with with IN www-sonatype-com-3567 161 162 • • NNP www-sonatype-com-3567 161 163 heruan heruan NNP www-sonatype-com-3567 161 164 : : : www-sonatype-com-3567 161 165 minor minor JJ www-sonatype-com-3567 161 166 jobs job NNS www-sonatype-com-3567 161 167 are be VBP www-sonatype-com-3567 161 168 still still RB www-sonatype-com-3567 161 169 spawning spawn VBG www-sonatype-com-3567 161 170 on on IN www-sonatype-com-3567 161 171 minions minion NNS www-sonatype-com-3567 161 172 Exploits exploit NNS www-sonatype-com-3567 161 173 Begin begin VB www-sonatype-com-3567 161 174 Within within IN www-sonatype-com-3567 161 175 3 3 CD www-sonatype-com-3567 161 176 Days day NNS www-sonatype-com-3567 161 177 Update update NN www-sonatype-com-3567 161 178 Before before IN www-sonatype-com-3567 161 179 Exploits exploit NNS www-sonatype-com-3567 161 180 Begin begin VBP www-sonatype-com-3567 161 181 MAY MAY NNP www-sonatype-com-3567 161 182 7 7 CD www-sonatype-com-3567 161 183 Cisco Cisco NNP www-sonatype-com-3567 161 184 discovered discover VBD www-sonatype-com-3567 161 185 the the DT www-sonatype-com-3567 161 186 compromise compromise NN www-sonatype-com-3567 161 187 of of IN www-sonatype-com-3567 161 188 six six CD www-sonatype-com-3567 161 189 of of IN www-sonatype-com-3567 161 190 their -PRON- PRP$ www-sonatype-com-3567 161 191 Salt Salt NNP www-sonatype-com-3567 161 192 master master NN www-sonatype-com-3567 161 193 servers server NNS www-sonatype-com-3567 161 194 , , , www-sonatype-com-3567 161 195 which which WDT www-sonatype-com-3567 161 196 are be VBP www-sonatype-com-3567 161 197 part part NN www-sonatype-com-3567 161 198 of of IN www-sonatype-com-3567 161 199 the the DT www-sonatype-com-3567 161 200 Cisco Cisco NNP www-sonatype-com-3567 161 201 VIRL VIRL NNP www-sonatype-com-3567 161 202 - - HYPH www-sonatype-com-3567 161 203 PE PE NNP www-sonatype-com-3567 161 204 ( ( -LRB- www-sonatype-com-3567 161 205 Internet internet NN www-sonatype-com-3567 161 206 Routing Routing NNP www-sonatype-com-3567 161 207 Lab Lab NNP www-sonatype-com-3567 161 208 Personal Personal NNP www-sonatype-com-3567 161 209 Edition Edition NNP www-sonatype-com-3567 161 210 ) ) -RRB- www-sonatype-com-3567 161 211 service service NN www-sonatype-com-3567 161 212 infrastructure infrastructure NN www-sonatype-com-3567 161 213 . . . www-sonatype-com-3567 162 1 MAY MAY NNP www-sonatype-com-3567 162 2 12 12 CD www-sonatype-com-3567 162 3 Censys Censys NNP www-sonatype-com-3567 162 4 reports report VBZ www-sonatype-com-3567 162 5 the the DT www-sonatype-com-3567 162 6 number number NN www-sonatype-com-3567 162 7 stands stand VBZ www-sonatype-com-3567 162 8 at at IN www-sonatype-com-3567 162 9 2,928 2,928 CD www-sonatype-com-3567 162 10 Salt Salt NNP www-sonatype-com-3567 162 11 servers server NNS www-sonatype-com-3567 162 12 still still RB www-sonatype-com-3567 162 13 exposed expose VBD www-sonatype-com-3567 162 14 — — : www-sonatype-com-3567 162 15 a a DT www-sonatype-com-3567 162 16 21 21 CD www-sonatype-com-3567 162 17 % % NN www-sonatype-com-3567 162 18 reduction reduction NN www-sonatype-com-3567 162 19 from from IN www-sonatype-com-3567 162 20 last last JJ www-sonatype-com-3567 162 21 week week NN www-sonatype-com-3567 162 22 , , , www-sonatype-com-3567 162 23 and and CC www-sonatype-com-3567 162 24 a a DT www-sonatype-com-3567 162 25 50 50 CD www-sonatype-com-3567 162 26 % % NN www-sonatype-com-3567 162 27 reduction reduction NN www-sonatype-com-3567 162 28 overall overall RB www-sonatype-com-3567 162 29 since since IN www-sonatype-com-3567 162 30 the the DT www-sonatype-com-3567 162 31 CVE CVE NNP www-sonatype-com-3567 162 32 was be VBD www-sonatype-com-3567 162 33 announced announce VBN www-sonatype-com-3567 162 34 . . . www-sonatype-com-3567 163 1 Exploits exploit NNS www-sonatype-com-3567 163 2 Continue continue VBP www-sonatype-com-3567 163 3 and and CC www-sonatype-com-3567 163 4 Sites site NNS www-sonatype-com-3567 163 5 Remain remain VBP www-sonatype-com-3567 163 6 Vulnerable vulnerable JJ www-sonatype-com-3567 163 7 112020 112020 CD www-sonatype-com-3567 163 8 STATE STATE NNP www-sonatype-com-3567 163 9 OF of IN www-sonatype-com-3567 163 10 THE the DT www-sonatype-com-3567 163 11 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 163 12 SUPPLY supply NN www-sonatype-com-3567 163 13 CHAIN chain NN www-sonatype-com-3567 163 14 REPORT report NN www-sonatype-com-3567 163 15 C c NN www-sonatype-com-3567 163 16 H h NN www-sonatype-com-3567 163 17 A a NN www-sonatype-com-3567 163 18 P p NN www-sonatype-com-3567 163 19 T t NN www-sonatype-com-3567 163 20 E e NN www-sonatype-com-3567 163 21 R r NN www-sonatype-com-3567 163 22 1 1 CD www-sonatype-com-3567 163 23 : : : www-sonatype-com-3567 163 24 O o NN www-sonatype-com-3567 163 25 P p NN www-sonatype-com-3567 163 26 E e NN www-sonatype-com-3567 163 27 N n NN www-sonatype-com-3567 163 28 S s NN www-sonatype-com-3567 163 29 E e NN www-sonatype-com-3567 163 30 A a NN www-sonatype-com-3567 163 31 S s NN www-sonatype-com-3567 163 32 O o NN www-sonatype-com-3567 163 33 N n NN www-sonatype-com-3567 163 34 O o NN www-sonatype-com-3567 163 35 N n NN www-sonatype-com-3567 163 36 O o NN www-sonatype-com-3567 163 37 P p NN www-sonatype-com-3567 163 38 E e NN www-sonatype-com-3567 163 39 N n NN www-sonatype-com-3567 163 40 S s NN www-sonatype-com-3567 163 41 O o NN www-sonatype-com-3567 163 42 U u NN www-sonatype-com-3567 163 43 R r NN www-sonatype-com-3567 163 44 C c NN www-sonatype-com-3567 163 45 E e NN www-sonatype-com-3567 163 46 CHAPTER chapter NN www-sonatype-com-3567 163 47 2 2 CD www-sonatype-com-3567 163 48 Open Open NNP www-sonatype-com-3567 163 49 Source source NN www-sonatype-com-3567 163 50 : : : www-sonatype-com-3567 163 51 Supply supply NN www-sonatype-com-3567 163 52 and and CC www-sonatype-com-3567 163 53 Demand Demand NNP www-sonatype-com-3567 163 54 JavaScript JavaScript NNP www-sonatype-com-3567 163 55 Package Package NNP www-sonatype-com-3567 163 56 Downloads Downloads NNPS www-sonatype-com-3567 163 57 , , , www-sonatype-com-3567 163 58 Rolling Rolling NNP www-sonatype-com-3567 163 59 Weekly Weekly NNP www-sonatype-com-3567 163 60 Average Average NNP www-sonatype-com-3567 163 61 2013 2013 CD www-sonatype-com-3567 163 62 – – : www-sonatype-com-3567 163 63 2020 2020 CD www-sonatype-com-3567 163 64 SOURCE SOURCE NNP www-sonatype-com-3567 163 65 : : : www-sonatype-com-3567 163 66 MICROSOFT MICROSOFT NNP www-sonatype-com-3567 163 67 B B NNP www-sonatype-com-3567 163 68 IL IL NNP www-sonatype-com-3567 163 69 L L NNP www-sonatype-com-3567 163 70 IO IO NNP www-sonatype-com-3567 163 71 N N NNP www-sonatype-com-3567 163 72 S S NNP www-sonatype-com-3567 163 73 10B 10B NNP www-sonatype-com-3567 163 74 12.5B 12.5b CD www-sonatype-com-3567 163 75 15B 15b CD www-sonatype-com-3567 163 76 17.5B 17.5b CD www-sonatype-com-3567 163 77 20B 20b CD www-sonatype-com-3567 163 78 22.5B 22.5b CD www-sonatype-com-3567 163 79 7.5B 7.5b NN www-sonatype-com-3567 163 80 5B 5b JJ www-sonatype-com-3567 163 81 2.5B 2.5b NN www-sonatype-com-3567 163 82 0 0 CD www-sonatype-com-3567 163 83 2018 2018 CD www-sonatype-com-3567 163 84 2019 2019 CD www-sonatype-com-3567 163 85 2020 2020 CD www-sonatype-com-3567 163 86 ( ( -LRB- www-sonatype-com-3567 163 87 to to IN www-sonatype-com-3567 163 88 date date NN www-sonatype-com-3567 163 89 ) ) -RRB- www-sonatype-com-3567 163 90 20172016201520142013 20172016201520142013 CD www-sonatype-com-3567 163 91 JavaScript JavaScript NNP www-sonatype-com-3567 163 92 One one CD www-sonatype-com-3567 163 93 trillion trillion CD www-sonatype-com-3567 163 94 JavaScript JavaScript NNP www-sonatype-com-3567 163 95 packages package NNS www-sonatype-com-3567 163 96 will will MD www-sonatype-com-3567 163 97 be be VB www-sonatype-com-3567 163 98 downloaded download VBN www-sonatype-com-3567 163 99 in in IN www-sonatype-com-3567 163 100 2020 2020 CD www-sonatype-com-3567 163 101 based base VBN www-sonatype-com-3567 163 102 on on IN www-sonatype-com-3567 163 103 monthly monthly JJ www-sonatype-com-3567 163 104 download download NN www-sonatype-com-3567 163 105 volumes volume NNS www-sonatype-com-3567 163 106 today today NN www-sonatype-com-3567 163 107 . . . www-sonatype-com-3567 164 1 With with IN www-sonatype-com-3567 164 2 over over IN www-sonatype-com-3567 164 3 86 86 CD www-sonatype-com-3567 164 4 billion billion CD www-sonatype-com-3567 164 5 package package NN www-sonatype-com-3567 164 6 downloads download NNS www-sonatype-com-3567 164 7 in in IN www-sonatype-com-3567 164 8 May May NNP www-sonatype-com-3567 164 9 2020 2020 CD www-sonatype-com-3567 164 10 , , , www-sonatype-com-3567 164 11 the the DT www-sonatype-com-3567 164 12 average average JJ www-sonatype-com-3567 164 13 monthly monthly JJ www-sonatype-com-3567 164 14 download download NN www-sonatype-com-3567 164 15 traffic traffic NN www-sonatype-com-3567 164 16 for for IN www-sonatype-com-3567 164 17 npm npm NNP www-sonatype-com-3567 164 18 packages package NNS www-sonatype-com-3567 164 19 has have VBZ www-sonatype-com-3567 164 20 grown grow VBN www-sonatype-com-3567 164 21 more more JJR www-sonatype-com-3567 164 22 than than IN www-sonatype-com-3567 164 23 100 100 CD www-sonatype-com-3567 164 24 % % NN www-sonatype-com-3567 164 25 year year NN www-sonatype-com-3567 164 26 over over IN www-sonatype-com-3567 164 27 year.20 year.20 NNP www-sonatype-com-3567 164 28 For for IN www-sonatype-com-3567 164 29 the the DT www-sonatype-com-3567 164 30 10.7 10.7 CD www-sonatype-com-3567 164 31 million million CD www-sonatype-com-3567 164 32 JavaScript JavaScript NNP www-sonatype-com-3567 164 33 developers developer NNS www-sonatype-com-3567 164 34 around around IN www-sonatype-com-3567 164 35 the the DT www-sonatype-com-3567 164 36 world world NN www-sonatype-com-3567 164 37 , , , www-sonatype-com-3567 164 38 this this DT www-sonatype-com-3567 164 39 means mean VBZ www-sonatype-com-3567 164 40 each each DT www-sonatype-com-3567 164 41 will will MD www-sonatype-com-3567 164 42 download download VB www-sonatype-com-3567 164 43 an an DT www-sonatype-com-3567 164 44 average average NN www-sonatype-com-3567 164 45 of of IN www-sonatype-com-3567 164 46 93,457 93,457 CD www-sonatype-com-3567 164 47 packages package NNS www-sonatype-com-3567 164 48 in in IN www-sonatype-com-3567 164 49 2020.21 2020.21 CD www-sonatype-com-3567 164 50 To to TO www-sonatype-com-3567 164 51 keep keep VB www-sonatype-com-3567 164 52 pace pace NN www-sonatype-com-3567 164 53 with with IN www-sonatype-com-3567 164 54 demand demand NN www-sonatype-com-3567 164 55 for for IN www-sonatype-com-3567 164 56 component component NN www-sonatype-com-3567 164 57 - - HYPH 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www-sonatype-com-3567 165 6 npm npm NN www-sonatype-com-3567 165 7 packages package NNS www-sonatype-com-3567 165 8 available available JJ www-sonatype-com-3567 165 9 to to IN www-sonatype-com-3567 165 10 developers developer NNS www-sonatype-com-3567 165 11 — — : www-sonatype-com-3567 165 12 up up RB www-sonatype-com-3567 165 13 63 63 CD www-sonatype-com-3567 165 14 % % NN www-sonatype-com-3567 165 15 from from IN www-sonatype-com-3567 165 16 last last JJ www-sonatype-com-3567 165 17 year year NN www-sonatype-com-3567 165 18 . . . www-sonatype-com-3567 166 1 FIGURE FIGURE NNP www-sonatype-com-3567 166 2 2A 2a NN www-sonatype-com-3567 166 3 JavaScript JavaScript NNP www-sonatype-com-3567 166 4 Package Package NNP www-sonatype-com-3567 166 5 Downloads Downloads NNP www-sonatype-com-3567 166 6 , , , www-sonatype-com-3567 166 7 Rolling Rolling NNP www-sonatype-com-3567 166 8 Weekly Weekly NNP www-sonatype-com-3567 166 9 Average Average NNP www-sonatype-com-3567 166 10 2013 2013 CD www-sonatype-com-3567 166 11 – – : www-sonatype-com-3567 166 12 2020 2020 CD www-sonatype-com-3567 166 13 SOURCE SOURCE NNP www-sonatype-com-3567 166 14 : : : www-sonatype-com-3567 166 15 Microsoft Microsoft NNP www-sonatype-com-3567 166 16 132020 132020 CD www-sonatype-com-3567 166 17 STATE STATE NNP www-sonatype-com-3567 166 18 OF of IN www-sonatype-com-3567 166 19 THE the DT www-sonatype-com-3567 166 20 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 166 21 SUPPLY supply NN www-sonatype-com-3567 166 22 CHAIN chain NN www-sonatype-com-3567 166 23 REPORT report NN www-sonatype-com-3567 166 24 C c NN www-sonatype-com-3567 166 25 H h NN www-sonatype-com-3567 166 26 A a NN www-sonatype-com-3567 166 27 P p NN www-sonatype-com-3567 166 28 T t NN www-sonatype-com-3567 166 29 E e NN www-sonatype-com-3567 166 30 R r NN www-sonatype-com-3567 166 31 2 2 CD www-sonatype-com-3567 166 32 : : : www-sonatype-com-3567 166 33 O o NN www-sonatype-com-3567 166 34 P p NN www-sonatype-com-3567 166 35 E e NN www-sonatype-com-3567 166 36 N n NN www-sonatype-com-3567 166 37 S s NN www-sonatype-com-3567 166 38 O o NN www-sonatype-com-3567 166 39 U u NN www-sonatype-com-3567 166 40 R r NN www-sonatype-com-3567 166 41 C c NN www-sonatype-com-3567 166 42 E e NN www-sonatype-com-3567 166 43 : : : www-sonatype-com-3567 166 44 S s NN www-sonatype-com-3567 166 45 U u NN www-sonatype-com-3567 166 46 P p NN www-sonatype-com-3567 166 47 P p NN www-sonatype-com-3567 166 48 LY ly NN www-sonatype-com-3567 166 49 A a NN www-sonatype-com-3567 166 50 N n NN www-sonatype-com-3567 166 51 D d NN www-sonatype-com-3567 166 52 D d NN www-sonatype-com-3567 166 53 E e NN www-sonatype-com-3567 166 54 M m NN www-sonatype-com-3567 166 55 A a NN www-sonatype-com-3567 166 56 N N NNP www-sonatype-com-3567 166 57 D d NN www-sonatype-com-3567 166 58 BILLIONS billions JJ www-sonatype-com-3567 166 59 25B 25b CD www-sonatype-com-3567 166 60 50B 50b CD www-sonatype-com-3567 166 61 75B 75B NNP www-sonatype-com-3567 166 62 100B 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www-sonatype-com-3567 166 85 2012 2012 CD www-sonatype-com-3567 166 86 – – : www-sonatype-com-3567 166 87 2020 2020 CD www-sonatype-com-3567 166 88 376B 376b CD www-sonatype-com-3567 166 89 2018 2018 CD www-sonatype-com-3567 166 90 2019 2019 CD www-sonatype-com-3567 166 91 2017 2017 CD www-sonatype-com-3567 166 92 2016 2016 CD www-sonatype-com-3567 166 93 2015 2015 CD www-sonatype-com-3567 166 94 2014 2014 CD www-sonatype-com-3567 166 95 2013 2013 CD www-sonatype-com-3567 166 96 2012 2012 CD www-sonatype-com-3567 166 97 Java Java NNP www-sonatype-com-3567 166 98 There there EX www-sonatype-com-3567 166 99 are be VBP www-sonatype-com-3567 166 100 an an DT www-sonatype-com-3567 166 101 estimated estimate VBN www-sonatype-com-3567 166 102 7.6 7.6 CD www-sonatype-com-3567 166 103 million million CD www-sonatype-com-3567 166 104 Java Java NNP www-sonatype-com-3567 166 105 developers developer NNS www-sonatype-com-3567 166 106 worldwide.22 worldwide.22 NNP www-sonatype-com-3567 166 107 In in 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www-sonatype-com-3567 179 126 frequency frequency NN www-sonatype-com-3567 179 127 of of IN www-sonatype-com-3567 179 128 releases release NNS www-sonatype-com-3567 179 129 , , , www-sonatype-com-3567 179 130 popularity popularity NN www-sonatype-com-3567 179 131 , , , www-sonatype-com-3567 179 132 number number NN www-sonatype-com-3567 179 133 of of IN www-sonatype-com-3567 179 134 commits commit NNS www-sonatype-com-3567 179 135 per per IN www-sonatype-com-3567 179 136 month month NN www-sonatype-com-3567 179 137 , , , www-sonatype-com-3567 179 138 developer developer NN www-sonatype-com-3567 179 139 team team NN www-sonatype-com-3567 179 140 size size NN www-sonatype-com-3567 179 141 , , , www-sonatype-com-3567 179 142 presence presence NN www-sonatype-com-3567 179 143 of of IN www-sonatype-com-3567 179 144 continuous continuous JJ www-sonatype-com-3567 179 145 integration integration NN www-sonatype-com-3567 179 146 , , , www-sonatype-com-3567 179 147 and and CC www-sonatype-com-3567 179 148 support support NN www-sonatype-com-3567 179 149 type type NN www-sonatype-com-3567 179 150 ( ( -LRB- www-sonatype-com-3567 179 151 foundation foundation NN www-sonatype-com-3567 179 152 , , , www-sonatype-com-3567 179 153 commercial commercial JJ www-sonatype-com-3567 179 154 , , , www-sonatype-com-3567 179 155 or or CC www-sonatype-com-3567 179 156 other other JJ www-sonatype-com-3567 179 157 ) ) -RRB- www-sonatype-com-3567 179 158 . . . www-sonatype-com-3567 180 1 Finding find VBG www-sonatype-com-3567 180 2 Different different JJ www-sonatype-com-3567 180 3 Behavioral Behavioral NNP www-sonatype-com-3567 180 4 Groups Groups NNPS www-sonatype-com-3567 180 5 As as IN www-sonatype-com-3567 180 6 a a DT www-sonatype-com-3567 180 7 result result NN www-sonatype-com-3567 180 8 of of IN www-sonatype-com-3567 180 9 our -PRON- PRP$ www-sonatype-com-3567 180 10 analysis analysis NN www-sonatype-com-3567 180 11 , , , www-sonatype-com-3567 180 12 we -PRON- PRP www-sonatype-com-3567 180 13 identified identify VBD www-sonatype-com-3567 180 14 five five CD www-sonatype-com-3567 180 15 clusters cluster NNS www-sonatype-com-3567 180 16 representing represent VBG www-sonatype-com-3567 180 17 8,201 8,201 CD www-sonatype-com-3567 180 18 open open JJ www-sonatype-com-3567 180 19 source source NN www-sonatype-com-3567 180 20 projects project NNS www-sonatype-com-3567 180 21 ( ( -LRB- www-sonatype-com-3567 180 22 FIGURE FIGURE NNP www-sonatype-com-3567 180 23 3A 3A NNP www-sonatype-com-3567 180 24 ) ) -RRB- www-sonatype-com-3567 180 25 . . . www-sonatype-com-3567 181 1 Exemplars exemplar VBZ www-sonatype-com-3567 181 2 We -PRON- PRP www-sonatype-com-3567 181 3 defined define VBD www-sonatype-com-3567 181 4 Exemplars Exemplars NNP www-sonatype-com-3567 181 5 to to TO www-sonatype-com-3567 181 6 be be VB www-sonatype-com-3567 181 7 those those DT www-sonatype-com-3567 181 8 teams team NNS www-sonatype-com-3567 181 9 in in IN www-sonatype-com-3567 181 10 the the DT www-sonatype-com-3567 181 11 fastest fast JJS www-sonatype-com-3567 181 12 20 20 CD www-sonatype-com-3567 181 13 % % NN www-sonatype-com-3567 181 14 by by IN www-sonatype-com-3567 181 15 Median median JJ www-sonatype-com-3567 181 16 Time Time NNP www-sonatype-com-3567 181 17 to to IN www-sonatype-com-3567 181 18 Update Update NNP www-sonatype-com-3567 181 19 ( ( -LRB- www-sonatype-com-3567 181 20 MTTU MTTU NNP www-sonatype-com-3567 181 21 ) ) -RRB- www-sonatype-com-3567 181 22 dependencies dependency NNS www-sonatype-com-3567 181 23 , , , www-sonatype-com-3567 181 24 and and CC www-sonatype-com-3567 181 25 in in IN www-sonatype-com-3567 181 26 the the DT www-sonatype-com-3567 181 27 best good JJS www-sonatype-com-3567 181 28 ( ( -LRB- www-sonatype-com-3567 181 29 lowest low JJS www-sonatype-com-3567 181 30 ) ) -RRB- www-sonatype-com-3567 181 31 20 20 CD www-sonatype-com-3567 181 32 % % NN www-sonatype-com-3567 181 33 by by IN www-sonatype-com-3567 181 34 stale stale JJ www-sonatype-com-3567 181 35 dependency dependency NN www-sonatype-com-3567 181 36 count count NN www-sonatype-com-3567 181 37 . . . www-sonatype-com-3567 182 1 Exemplars exemplar NNS www-sonatype-com-3567 182 2 demonstrate demonstrate VBP www-sonatype-com-3567 182 3 statistically statistically RB www-sonatype-com-3567 182 4 significant significant JJ www-sonatype-com-3567 182 5 differences difference NNS www-sonatype-com-3567 182 6 as as IN www-sonatype-com-3567 182 7 compared compare VBN www-sonatype-com-3567 182 8 to to IN www-sonatype-com-3567 182 9 the the DT www-sonatype-com-3567 182 10 rest rest NN www-sonatype-com-3567 182 11 of of IN www-sonatype-com-3567 182 12 the the DT www-sonatype-com-3567 182 13 data data NN www-sonatype-com-3567 182 14 set set VBN www-sonatype-com-3567 182 15 in in IN www-sonatype-com-3567 182 16 the the DT www-sonatype-com-3567 182 17 following following JJ www-sonatype-com-3567 182 18 attributes attribute NNS www-sonatype-com-3567 182 19 : : : www-sonatype-com-3567 182 20 ⊲ ⊲ NNS www-sonatype-com-3567 182 21 530x 530x NNS www-sonatype-com-3567 182 22 faster fast JJR www-sonatype-com-3567 182 23 MTTU MTTU NNS www-sonatype-com-3567 182 24 ⊲ ⊲ CD www-sonatype-com-3567 182 25 2.8x 2.8x CD www-sonatype-com-3567 182 26 more more JJR www-sonatype-com-3567 182 27 commits commit NNS www-sonatype-com-3567 182 28 ⊲ ⊲ SYM www-sonatype-com-3567 182 29 1.5x 1.5x CD www-sonatype-com-3567 182 30 more more JJR www-sonatype-com-3567 182 31 frequent frequent JJ www-sonatype-com-3567 182 32 releases release NNS www-sonatype-com-3567 182 33 ⊲ ⊲ SYM www-sonatype-com-3567 182 34 1.4x 1.4x CD www-sonatype-com-3567 182 35 larger large JJR www-sonatype-com-3567 182 36 development development NN www-sonatype-com-3567 182 37 teams team NNS www-sonatype-com-3567 182 38 ⊲ ⊲ NFP www-sonatype-com-3567 182 39 2.9x 2.9x CD www-sonatype-com-3567 182 40 fewer few JJR www-sonatype-com-3567 182 41 dependencies dependency NNS www-sonatype-com-3567 182 42 ⊲ ⊲ SYM www-sonatype-com-3567 182 43 2.5x 2.5x CD www-sonatype-com-3567 182 44 more more RBR www-sonatype-com-3567 182 45 popular popular JJ www-sonatype-com-3567 182 46 ⊲ ⊲ CD www-sonatype-com-3567 182 47 173x 173x NNS www-sonatype-com-3567 182 48 less less RBR www-sonatype-com-3567 182 49 likely likely JJ www-sonatype-com-3567 182 50 to to TO www-sonatype-com-3567 182 51 have have VB www-sonatype-com-3567 182 52 at at RB www-sonatype-com-3567 182 53 least least RBS www-sonatype-com-3567 182 54 one one CD www-sonatype-com-3567 182 55 dependency dependency NN www-sonatype-com-3567 182 56 out out IN www-sonatype-com-3567 182 57 of of IN www-sonatype-com-3567 182 58 date date NN www-sonatype-com-3567 182 59 LARGE large JJ www-sonatype-com-3567 182 60 EXEMPLARS exemplar NNS www-sonatype-com-3567 182 61 Large large JJ www-sonatype-com-3567 182 62 exemplary exemplary JJ www-sonatype-com-3567 182 63 teams team NNS www-sonatype-com-3567 182 64 ( ( -LRB- www-sonatype-com-3567 182 65 top top JJ www-sonatype-com-3567 182 66 50 50 CD www-sonatype-com-3567 182 67 % % NN www-sonatype-com-3567 182 68 by by IN www-sonatype-com-3567 182 69 size size NN www-sonatype-com-3567 182 70 , , , www-sonatype-com-3567 182 71 with with IN www-sonatype-com-3567 182 72 an an DT www-sonatype-com-3567 182 73 average average NN www-sonatype-com-3567 182 74 of of IN www-sonatype-com-3567 182 75 8.3 8.3 CD www-sonatype-com-3567 182 76 developers developer NNS www-sonatype-com-3567 182 77 committing commit VBG www-sonatype-com-3567 182 78 code code NN www-sonatype-com-3567 182 79 on on IN www-sonatype-com-3567 182 80 at at RB www-sonatype-com-3567 182 81 least least JJS www-sonatype-com-3567 182 82 a a DT www-sonatype-com-3567 182 83 monthly monthly JJ www-sonatype-com-3567 182 84 basis basis NN www-sonatype-com-3567 182 85 ) ) -RRB- www-sonatype-com-3567 182 86 , , , www-sonatype-com-3567 182 87 commit commit VB www-sonatype-com-3567 182 88 code code NN www-sonatype-com-3567 182 89 frequently frequently RB www-sonatype-com-3567 182 90 , , , www-sonatype-com-3567 182 91 release release VB www-sonatype-com-3567 182 92 frequently frequently RB www-sonatype-com-3567 182 93 , , , www-sonatype-com-3567 182 94 and and CC www-sonatype-com-3567 182 95 do do VB www-sonatype-com-3567 182 96 an an DT www-sonatype-com-3567 182 97 excellent excellent JJ www-sonatype-com-3567 182 98 job job NN www-sonatype-com-3567 182 99 of of IN www-sonatype-com-3567 182 100 managing manage VBG www-sonatype-com-3567 182 101 their -PRON- PRP$ www-sonatype-com-3567 182 102 dependencies dependency NNS www-sonatype-com-3567 182 103 . . . www-sonatype-com-3567 183 1 For for IN www-sonatype-com-3567 183 2 example example NN www-sonatype-com-3567 183 3 , , , www-sonatype-com-3567 183 4 we -PRON- PRP www-sonatype-com-3567 183 5 can can MD www-sonatype-com-3567 183 6 see see VB www-sonatype-com-3567 183 7 that that IN www-sonatype-com-3567 183 8 large large JJ www-sonatype-com-3567 183 9 exemplary exemplary JJ www-sonatype-com-3567 183 10 teams team NNS www-sonatype-com-3567 183 11 are be VBP www-sonatype-com-3567 183 12 608x 608x NNS www-sonatype-com-3567 183 13 faster fast RBR www-sonatype-com-3567 183 14 at at IN www-sonatype-com-3567 183 15 updating update VBG www-sonatype-com-3567 183 16 their -PRON- PRP$ www-sonatype-com-3567 183 17 dependencies dependency NNS www-sonatype-com-3567 183 18 and and CC www-sonatype-com-3567 183 19 they -PRON- PRP www-sonatype-com-3567 183 20 release release VBP www-sonatype-com-3567 183 21 2.9x 2.9x CD www-sonatype-com-3567 183 22 more more RBR www-sonatype-com-3567 183 23 frequently frequently RB www-sonatype-com-3567 183 24 than than IN www-sonatype-com-3567 183 25 non non JJ www-sonatype-com-3567 183 26 - - JJ www-sonatype-com-3567 183 27 exemplar exemplar JJ www-sonatype-com-3567 183 28 clusters cluster NNS www-sonatype-com-3567 183 29 . . . www-sonatype-com-3567 184 1 We -PRON- PRP www-sonatype-com-3567 184 2 can can MD www-sonatype-com-3567 184 3 see see VB www-sonatype-com-3567 184 4 that that IN www-sonatype-com-3567 184 5 21 21 CD www-sonatype-com-3567 184 6 % % NN www-sonatype-com-3567 184 7 of of IN www-sonatype-com-3567 184 8 these these DT www-sonatype-com-3567 184 9 projects project NNS www-sonatype-com-3567 184 10 are be VBP www-sonatype-com-3567 184 11 associated associate VBN www-sonatype-com-3567 184 12 with with IN www-sonatype-com-3567 184 13 an an DT www-sonatype-com-3567 184 14 open open JJ www-sonatype-com-3567 184 15 source source NN www-sonatype-com-3567 184 16 foundation foundation NN www-sonatype-com-3567 184 17 — — : www-sonatype-com-3567 184 18 a a DT www-sonatype-com-3567 184 19 higher high JJR www-sonatype-com-3567 184 20 representation representation NN www-sonatype-com-3567 184 21 than than IN www-sonatype-com-3567 184 22 any any DT www-sonatype-com-3567 184 23 other other JJ www-sonatype-com-3567 184 24 cluster cluster NN www-sonatype-com-3567 184 25 group group NN www-sonatype-com-3567 184 26 . . . www-sonatype-com-3567 185 1 SMALL SMALL NNP www-sonatype-com-3567 185 2 EXEMPLARS EXEMPLARS NNP www-sonatype-com-3567 185 3 The the DT www-sonatype-com-3567 185 4 smallest small JJS www-sonatype-com-3567 185 5 50 50 CD www-sonatype-com-3567 185 6 % % NN www-sonatype-com-3567 185 7 of of IN www-sonatype-com-3567 185 8 exemplary exemplary JJ www-sonatype-com-3567 185 9 teams team NNS www-sonatype-com-3567 185 10 by by IN www-sonatype-com-3567 185 11 number number NN www-sonatype-com-3567 185 12 of of IN www-sonatype-com-3567 185 13 developers developer NNS www-sonatype-com-3567 185 14 have have VBP www-sonatype-com-3567 185 15 an an DT www-sonatype-com-3567 185 16 average average NN www-sonatype-com-3567 185 17 of of IN www-sonatype-com-3567 185 18 less less JJR www-sonatype-com-3567 185 19 than than IN www-sonatype-com-3567 185 20 two two CD www-sonatype-com-3567 185 21 developers developer NNS www-sonatype-com-3567 185 22 , , , www-sonatype-com-3567 185 23 but but CC www-sonatype-com-3567 185 24 still still RB www-sonatype-com-3567 185 25 manage manage VBP www-sonatype-com-3567 185 26 to to TO www-sonatype-com-3567 185 27 run run VB www-sonatype-com-3567 185 28 popular popular JJ www-sonatype-com-3567 185 29 , , , www-sonatype-com-3567 185 30 widely widely RB www-sonatype-com-3567 185 31 SMALL small JJ www-sonatype-com-3567 185 32 EXEMPLAR EXEMPLAR NNP www-sonatype-com-3567 185 33 ( ( -LRB- www-sonatype-com-3567 185 34 329 329 CD www-sonatype-com-3567 185 35 ) ) -RRB- www-sonatype-com-3567 185 36 LARGE large NN www-sonatype-com-3567 185 37 EXEMPLAR EXEMPLAR NNS www-sonatype-com-3567 185 38 ( ( -LRB- www-sonatype-com-3567 185 39 560 560 CD www-sonatype-com-3567 185 40 ) ) -RRB- www-sonatype-com-3567 185 41 LAGGARDS LAGGARDS NNP www-sonatype-com-3567 185 42 ( ( -LRB- www-sonatype-com-3567 185 43 3,040 3,040 CD www-sonatype-com-3567 185 44 ) ) -RRB- www-sonatype-com-3567 185 45 FEATURES FEATURES NNP www-sonatype-com-3567 185 46 FIRST FIRST NNP 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185 70 supported support VBN www-sonatype-com-3567 185 71 and and CC www-sonatype-com-3567 185 72 4.3x 4.3x CD www-sonatype-com-3567 185 73 more more RBR www-sonatype-com-3567 185 74 popular popular JJ www-sonatype-com-3567 185 75 . . . www-sonatype-com-3567 186 1 Large large JJ www-sonatype-com-3567 186 2 development development NN www-sonatype-com-3567 186 3 teams team NNS www-sonatype-com-3567 186 4 ( ( -LRB- www-sonatype-com-3567 186 5 8.3 8.3 CD www-sonatype-com-3567 186 6 devs dev NNS www-sonatype-com-3567 186 7 ) ) -RRB- www-sonatype-com-3567 186 8 , , , www-sonatype-com-3567 186 9 exemplary exemplary JJ www-sonatype-com-3567 186 10 MTTU MTTU NNP www-sonatype-com-3567 186 11 , , , www-sonatype-com-3567 186 12 likely likely JJ www-sonatype-com-3567 186 13 to to TO www-sonatype-com-3567 186 14 be be VB www-sonatype-com-3567 186 15 founda- founda- NNP www-sonatype-com-3567 186 16 tion tion NN www-sonatype-com-3567 186 17 supported support VBD www-sonatype-com-3567 186 18 , , , 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8 at at IN www-sonatype-com-3567 191 9 updating update VBG www-sonatype-com-3567 191 10 their -PRON- PRP$ www-sonatype-com-3567 191 11 dependencies dependency NNS www-sonatype-com-3567 191 12 and and CC www-sonatype-com-3567 191 13 they -PRON- PRP www-sonatype-com-3567 191 14 release release VBP www-sonatype-com-3567 191 15 2.9x 2.9x CD www-sonatype-com-3567 191 16 more more RBR www-sonatype-com-3567 191 17 frequently frequently RB www-sonatype-com-3567 191 18 than than IN www-sonatype-com-3567 191 19 non non JJ www-sonatype-com-3567 191 20 - - JJ www-sonatype-com-3567 191 21 exemplar exemplar JJ www-sonatype-com-3567 191 22 clusters cluster NNS www-sonatype-com-3567 191 23 . . . www-sonatype-com-3567 192 1 162020 162020 CD www-sonatype-com-3567 192 2 STATE STATE NNP www-sonatype-com-3567 192 3 OF of IN www-sonatype-com-3567 192 4 THE the DT www-sonatype-com-3567 192 5 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 192 6 SUPPLY supply NN www-sonatype-com-3567 192 7 CHAIN chain NN www-sonatype-com-3567 192 8 REPORT report NN www-sonatype-com-3567 192 9 C c NN www-sonatype-com-3567 192 10 H h NN www-sonatype-com-3567 192 11 A a NN www-sonatype-com-3567 192 12 P p NN www-sonatype-com-3567 192 13 T t NN www-sonatype-com-3567 192 14 E e NN www-sonatype-com-3567 192 15 R r NN www-sonatype-com-3567 192 16 3 3 CD www-sonatype-com-3567 192 17 : : : www-sonatype-com-3567 192 18 ID ID NNP www-sonatype-com-3567 192 19 E e NN www-sonatype-com-3567 192 20 N n NN www-sonatype-com-3567 192 21 T t NN www-sonatype-com-3567 192 22 IF if IN www-sonatype-com-3567 192 23 Y y NN www-sonatype-com-3567 192 24 IN in IN www-sonatype-com-3567 192 25 G g NN www-sonatype-com-3567 192 26 E e NN www-sonatype-com-3567 192 27 X x NN www-sonatype-com-3567 192 28 E e NN www-sonatype-com-3567 192 29 M m NN www-sonatype-com-3567 192 30 P p NN www-sonatype-com-3567 192 31 L l NN www-sonatype-com-3567 192 32 A a NN www-sonatype-com-3567 192 33 R r NN www-sonatype-com-3567 192 34 Y y NN 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211 60 in in IN www-sonatype-com-3567 211 61 team team NN www-sonatype-com-3567 211 62 size size NN www-sonatype-com-3567 211 63 , , , www-sonatype-com-3567 211 64 Small Small NNP www-sonatype-com-3567 211 65 Exemplars Exemplars NNP www-sonatype-com-3567 211 66 still still RB www-sonatype-com-3567 211 67 update update VBP www-sonatype-com-3567 211 68 dependencies dependency NNS www-sonatype-com-3567 211 69 475x 475x NNS www-sonatype-com-3567 211 70 faster fast RBR www-sonatype-com-3567 211 71 than than IN www-sonatype-com-3567 211 72 the the DT www-sonatype-com-3567 211 73 rest rest NN www-sonatype-com-3567 211 74 of of IN www-sonatype-com-3567 211 75 the the DT www-sonatype-com-3567 211 76 population population NN www-sonatype-com-3567 211 77 . . . www-sonatype-com-3567 212 1 172020 172020 CD www-sonatype-com-3567 212 2 STATE STATE NNP www-sonatype-com-3567 212 3 OF of IN www-sonatype-com-3567 212 4 THE the DT www-sonatype-com-3567 212 5 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 212 6 SUPPLY supply NN www-sonatype-com-3567 212 7 CHAIN chain NN www-sonatype-com-3567 212 8 REPORT report NN www-sonatype-com-3567 212 9 C c NN www-sonatype-com-3567 212 10 H h NN www-sonatype-com-3567 212 11 A a NN www-sonatype-com-3567 212 12 P p NN www-sonatype-com-3567 212 13 T t NN www-sonatype-com-3567 212 14 E e NN www-sonatype-com-3567 212 15 R r NN www-sonatype-com-3567 212 16 3 3 CD www-sonatype-com-3567 212 17 : : : www-sonatype-com-3567 212 18 ID ID NNP www-sonatype-com-3567 212 19 E e NN www-sonatype-com-3567 212 20 N n NN www-sonatype-com-3567 212 21 T t NN www-sonatype-com-3567 212 22 IF if IN www-sonatype-com-3567 212 23 Y y NN www-sonatype-com-3567 212 24 IN in IN www-sonatype-com-3567 212 25 G g NN www-sonatype-com-3567 212 26 E e NN www-sonatype-com-3567 212 27 X x NN www-sonatype-com-3567 212 28 E e NN www-sonatype-com-3567 212 29 M m NN www-sonatype-com-3567 212 30 P p NN www-sonatype-com-3567 212 31 L l NN www-sonatype-com-3567 212 32 A a NN www-sonatype-com-3567 212 33 R r NN www-sonatype-com-3567 212 34 Y y NN www-sonatype-com-3567 212 35 O o NN www-sonatype-com-3567 212 36 P p NN www-sonatype-com-3567 212 37 E e NN www-sonatype-com-3567 212 38 N n NN www-sonatype-com-3567 212 39 S s NN www-sonatype-com-3567 212 40 O o NN www-sonatype-com-3567 212 41 U u NN www-sonatype-com-3567 212 42 R r NN www-sonatype-com-3567 212 43 C c NN www-sonatype-com-3567 212 44 E e NN www-sonatype-com-3567 212 45 S s NN www-sonatype-com-3567 212 46 U u NN www-sonatype-com-3567 212 47 P p NN www-sonatype-com-3567 212 48 P p NN www-sonatype-com-3567 212 49 L l NN www-sonatype-com-3567 212 50 IE ie NN www-sonatype-com-3567 212 51 R r NN www-sonatype-com-3567 212 52 S s NN www-sonatype-com-3567 212 53 Projects project NNS www-sonatype-com-3567 212 54 with with IN www-sonatype-com-3567 212 55 Updated updated JJ www-sonatype-com-3567 212 56 Dependencies dependency NNS www-sonatype-com-3567 212 57 Are be VBP www-sonatype-com-3567 212 58 More more RBR www-sonatype-com-3567 212 59 Secure secure JJ www-sonatype-com-3567 212 60 The the DT www-sonatype-com-3567 212 61 adoption adoption NN www-sonatype-com-3567 212 62 curve curve NN www-sonatype-com-3567 212 63 for for IN www-sonatype-com-3567 212 64 upgrading upgrade VBG www-sonatype-com-3567 212 65 dependencies dependency NNS www-sonatype-com-3567 212 66 and and CC www-sonatype-com-3567 212 67 remediating remediating NN www-sonatype-com-3567 212 68 vulnerabilities vulnerability NNS www-sonatype-com-3567 212 69 are be VBP www-sonatype-com-3567 212 70 similar similar JJ www-sonatype-com-3567 212 71 , , , www-sonatype-com-3567 212 72 as as IN www-sonatype-com-3567 212 73 shown show VBN www-sonatype-com-3567 212 74 in in IN www-sonatype-com-3567 212 75 FIGURE FIGURE NNP www-sonatype-com-3567 212 76 3C. 3c. NN www-sonatype-com-3567 213 1 When when WRB www-sonatype-com-3567 213 2 comparing compare VBG www-sonatype-com-3567 213 3 MTTR MTTR NNP www-sonatype-com-3567 213 4 with with IN www-sonatype-com-3567 213 5 MTTU MTTU NNP www-sonatype-com-3567 213 6 for for IN www-sonatype-com-3567 213 7 non non JJ www-sonatype-com-3567 213 8 - - JJ www-sonatype-com-3567 213 9 security security JJ www-sonatype-com-3567 213 10 - - HYPH www-sonatype-com-3567 213 11 relevant relevant JJ www-sonatype-com-3567 213 12 updates update NNS www-sonatype-com-3567 213 13 on on IN www-sonatype-com-3567 213 14 a a DT www-sonatype-com-3567 213 15 per per IN www-sonatype-com-3567 213 16 - - HYPH www-sonatype-com-3567 213 17 component component NN www-sonatype-com-3567 213 18 basis basis NN www-sonatype-com-3567 213 19 , , , www-sonatype-com-3567 213 20 we -PRON- PRP www-sonatype-com-3567 213 21 see see VBP www-sonatype-com-3567 213 22 a a DT www-sonatype-com-3567 213 23 correlation correlation NN www-sonatype-com-3567 213 24 between between IN www-sonatype-com-3567 213 25 update update NN www-sonatype-com-3567 213 26 behavior behavior NN www-sonatype-com-3567 213 27 for for IN www-sonatype-com-3567 213 28 security security NN www-sonatype-com-3567 213 29 relevant relevant JJ www-sonatype-com-3567 213 30 updates update NNS www-sonatype-com-3567 213 31 ( ( -LRB- www-sonatype-com-3567 213 32 MTTR MTTR NNP www-sonatype-com-3567 213 33 ) ) -RRB- www-sonatype-com-3567 213 34 and and CC www-sonatype-com-3567 213 35 non non JJ www-sonatype-com-3567 213 36 - - JJ www-sonatype-com-3567 213 37 security security JJ www-sonatype-com-3567 213 38 - - HYPH www-sonatype-com-3567 213 39 relevant relevant JJ www-sonatype-com-3567 213 40 updates update NNS www-sonatype-com-3567 213 41 . . . www-sonatype-com-3567 214 1 As as IN www-sonatype-com-3567 214 2 we -PRON- PRP www-sonatype-com-3567 214 3 discovered discover VBD www-sonatype-com-3567 214 4 in in IN www-sonatype-com-3567 214 5 our -PRON- PRP$ www-sonatype-com-3567 214 6 2019 2019 CD www-sonatype-com-3567 214 7 report report NN www-sonatype-com-3567 214 8 , , , www-sonatype-com-3567 214 9 developers developer NNS www-sonatype-com-3567 214 10 stay- stay- VBP www-sonatype-com-3567 214 11 ing ing NNP www-sonatype-com-3567 214 12 up up RP www-sonatype-com-3567 214 13 to to IN www-sonatype-com-3567 214 14 date date NN www-sonatype-com-3567 214 15 on on IN www-sonatype-com-3567 214 16 dependencies dependency NNS www-sonatype-com-3567 214 17 will will MD www-sonatype-com-3567 214 18 generally generally RB www-sonatype-com-3567 214 19 stay stay VB www-sonatype-com-3567 214 20 up up RP www-sonatype-com-3567 214 21 to to IN www-sonatype-com-3567 214 22 date date NN www-sonatype-com-3567 214 23 on on IN www-sonatype-com-3567 214 24 security security NN www-sonatype-com-3567 214 25 updates update NNS www-sonatype-com-3567 214 26 , , , www-sonatype-com-3567 214 27 because because IN www-sonatype-com-3567 214 28 security security NN www-sonatype-com-3567 214 29 updates update NNS www-sonatype-com-3567 214 30 are be VBP www-sonatype-com-3567 214 31 a a DT www-sonatype-com-3567 214 32 subset subset NN www-sonatype-com-3567 214 33 of of IN www-sonatype-com-3567 214 34 general general JJ www-sonatype-com-3567 214 35 updates update NNS www-sonatype-com-3567 214 36 . . . www-sonatype-com-3567 215 1 We -PRON- PRP www-sonatype-com-3567 215 2 observed observe VBD www-sonatype-com-3567 215 3 that that IN www-sonatype-com-3567 215 4 many many JJ www-sonatype-com-3567 215 5 teams team NNS www-sonatype-com-3567 215 6 follow follow VBP www-sonatype-com-3567 215 7 this this DT www-sonatype-com-3567 215 8 practice practice NN www-sonatype-com-3567 215 9 , , , www-sonatype-com-3567 215 10 exhibiting exhibit VBG www-sonatype-com-3567 215 11 very very RB www-sonatype-com-3567 215 12 similar similar JJ www-sonatype-com-3567 215 13 median median JJ www-sonatype-com-3567 215 14 times time NNS www-sonatype-com-3567 215 15 to to TO www-sonatype-com-3567 215 16 remediate remediate VB www-sonatype-com-3567 215 17 ( ( -LRB- www-sonatype-com-3567 215 18 MTTR MTTR NNP www-sonatype-com-3567 215 19 ) ) -RRB- www-sonatype-com-3567 215 20 and and CC www-sonatype-com-3567 215 21 mean mean VB www-sonatype-com-3567 215 22 time time NN www-sonatype-com-3567 215 23 to to TO www-sonatype-com-3567 215 24 update update VB www-sonatype-com-3567 215 25 ( ( -LRB- www-sonatype-com-3567 215 26 MTTU MTTU NNS www-sonatype-com-3567 215 27 ) ) -RRB- www-sonatype-com-3567 215 28 values value NNS www-sonatype-com-3567 215 29 . . . www-sonatype-com-3567 216 1 Large large JJ www-sonatype-com-3567 216 2 and and CC www-sonatype-com-3567 216 3 small small JJ www-sonatype-com-3567 216 4 exemplars exemplar NNS www-sonatype-com-3567 216 5 will will MD www-sonatype-com-3567 216 6 generally generally RB www-sonatype-com-3567 216 7 achieve achieve VB www-sonatype-com-3567 216 8 better well JJR www-sonatype-com-3567 216 9 security security NN www-sonatype-com-3567 216 10 outcomes outcome NNS www-sonatype-com-3567 216 11 because because IN www-sonatype-com-3567 216 12 of of IN www-sonatype-com-3567 216 13 their -PRON- PRP$ www-sonatype-com-3567 216 14 strong strong JJ www-sonatype-com-3567 216 15 MTTU MTTU NNP www-sonatype-com-3567 216 16 performance performance NN www-sonatype-com-3567 216 17 ( ( -LRB- www-sonatype-com-3567 216 18 SEE see VB www-sonatype-com-3567 216 19 FIGURE FIGURE NNP www-sonatype-com-3567 216 20 3C 3c NN www-sonatype-com-3567 216 21 ) ) -RRB- www-sonatype-com-3567 216 22 . . . www-sonatype-com-3567 217 1 To to TO www-sonatype-com-3567 217 2 adopt adopt VB www-sonatype-com-3567 217 3 this this DT www-sonatype-com-3567 217 4 practice practice NN www-sonatype-com-3567 217 5 , , , www-sonatype-com-3567 217 6 security security NN www-sonatype-com-3567 217 7 managers manager NNS www-sonatype-com-3567 217 8 should should MD www-sonatype-com-3567 217 9 encourage encourage VB www-sonatype-com-3567 217 10 component component NN www-sonatype-com-3567 217 11 and and CC www-sonatype-com-3567 217 12 dependency dependency NN www-sonatype-com-3567 217 13 updating updating NN www-sonatype-com-3567 217 14 practices practice NNS www-sonatype-com-3567 217 15 by by IN www-sonatype-com-3567 217 16 partnering partner VBG www-sonatype-com-3567 217 17 with with IN www-sonatype-com-3567 217 18 their -PRON- PRP$ www-sonatype-com-3567 217 19 development development NN www-sonatype-com-3567 217 20 counterparts counterpart NNS www-sonatype-com-3567 217 21 . . . www-sonatype-com-3567 218 1 TTU TTU NNP www-sonatype-com-3567 218 2 Cumulative Cumulative NNP www-sonatype-com-3567 218 3 TTR TTR NNP www-sonatype-com-3567 218 4 Cumulative Cumulative NNP www-sonatype-com-3567 218 5 Days day NNS www-sonatype-com-3567 218 6 to to TO www-sonatype-com-3567 218 7 Update update VB www-sonatype-com-3567 218 8 Time time NN www-sonatype-com-3567 218 9 to to IN www-sonatype-com-3567 218 10 Remediate Remediate NNP www-sonatype-com-3567 218 11 ( ( -LRB- www-sonatype-com-3567 218 12 TTR TTR NNP www-sonatype-com-3567 218 13 ) ) -RRB- www-sonatype-com-3567 218 14 vs. vs. IN www-sonatype-com-3567 218 15 Time Time NNP www-sonatype-com-3567 218 16 to to IN www-sonatype-com-3567 218 17 Update Update NNP www-sonatype-com-3567 218 18 ( ( -LRB- www-sonatype-com-3567 218 19 TTU TTU NNP www-sonatype-com-3567 218 20 ) ) -RRB- www-sonatype-com-3567 218 21 ( ( -LRB- www-sonatype-com-3567 218 22 cumulative cumulative JJ www-sonatype-com-3567 218 23 percentage percentage NN www-sonatype-com-3567 218 24 ) ) -RRB- www-sonatype-com-3567 218 25 SOURCE SOURCE NNP www-sonatype-com-3567 218 26 : : : www-sonatype-com-3567 218 27 2019 2019 CD www-sonatype-com-3567 218 28 STATE STATE NNP www-sonatype-com-3567 218 29 OF of IN www-sonatype-com-3567 218 30 THE the DT www-sonatype-com-3567 218 31 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 218 32 SUPPLY supply NN www-sonatype-com-3567 218 33 CHAIN CHAIN NNP www-sonatype-com-3567 218 34 REPORT REPORT NNP www-sonatype-com-3567 218 35 TTU TTU NNP www-sonatype-com-3567 218 36 median median NN www-sonatype-com-3567 218 37 : : : www-sonatype-com-3567 218 38 130 130 CD www-sonatype-com-3567 218 39 days day NNS www-sonatype-com-3567 218 40 TTR TTR NNP www-sonatype-com-3567 218 41 median median NN www-sonatype-com-3567 218 42 : : : www-sonatype-com-3567 218 43 180 180 CD www-sonatype-com-3567 218 44 days day NNS www-sonatype-com-3567 218 45 TTU TTU NNP www-sonatype-com-3567 218 46 mean mean NN www-sonatype-com-3567 218 47 : : : www-sonatype-com-3567 218 48 199 199 CD www-sonatype-com-3567 218 49 days day NNS www-sonatype-com-3567 218 50 FASTER FASTER NNP www-sonatype-com-3567 218 51 SLOWER SLOWER NNP www-sonatype-com-3567 218 52 TTR TTR NNP www-sonatype-com-3567 218 53 mean mean NN www-sonatype-com-3567 218 54 : : : www-sonatype-com-3567 218 55 326 326 CD www-sonatype-com-3567 218 56 days day NNS www-sonatype-com-3567 218 57 10 10 CD www-sonatype-com-3567 218 58 % % NN www-sonatype-com-3567 218 59 20 20 CD www-sonatype-com-3567 218 60 % % NN www-sonatype-com-3567 218 61 30 30 CD www-sonatype-com-3567 218 62 % % NN www-sonatype-com-3567 218 63 40 40 CD www-sonatype-com-3567 218 64 % % NN www-sonatype-com-3567 218 65 50 50 CD www-sonatype-com-3567 218 66 % % NN www-sonatype-com-3567 218 67 60 60 CD www-sonatype-com-3567 218 68 % % NN www-sonatype-com-3567 218 69 70 70 CD www-sonatype-com-3567 218 70 % % NN www-sonatype-com-3567 218 71 80 80 CD www-sonatype-com-3567 218 72 % % NN www-sonatype-com-3567 218 73 90 90 CD www-sonatype-com-3567 218 74 % % NN www-sonatype-com-3567 218 75 100 100 CD www-sonatype-com-3567 218 76 % % NN www-sonatype-com-3567 218 77 P p NN www-sonatype-com-3567 218 78 e e NN www-sonatype-com-3567 218 79 rc rc NN www-sonatype-com-3567 218 80 e e NNP www-sonatype-com-3567 218 81 n n NNP www-sonatype-com-3567 218 82 ta ta NNP www-sonatype-com-3567 218 83 g g NNP www-sonatype-com-3567 218 84 e e NNP www-sonatype-com-3567 218 85 o o XX www-sonatype-com-3567 218 86 f f NN www-sonatype-com-3567 218 87 P p NN www-sonatype-com-3567 218 88 o o NN www-sonatype-com-3567 218 89 p p NN www-sonatype-com-3567 218 90 u u NN www-sonatype-com-3567 218 91 la la NNP www-sonatype-com-3567 218 92 ti ti NNP www-sonatype-com-3567 218 93 o o NN www-sonatype-com-3567 218 94 n n NN www-sonatype-com-3567 218 95 FIGURE FIGURE NNP www-sonatype-com-3567 218 96 3C 3c NN www-sonatype-com-3567 218 97 Time time NN www-sonatype-com-3567 218 98 to to IN www-sonatype-com-3567 218 99 Remediate Remediate NNP www-sonatype-com-3567 218 100 ( ( -LRB- www-sonatype-com-3567 218 101 TTR TTR NNP www-sonatype-com-3567 218 102 ) ) -RRB- www-sonatype-com-3567 218 103 vs. vs. IN www-sonatype-com-3567 218 104 Time Time NNP www-sonatype-com-3567 218 105 to to IN www-sonatype-com-3567 218 106 Update Update NNP www-sonatype-com-3567 218 107 ( ( -LRB- www-sonatype-com-3567 218 108 TTU TTU NNP www-sonatype-com-3567 218 109 ) ) -RRB- www-sonatype-com-3567 218 110 ( ( -LRB- www-sonatype-com-3567 218 111 cumulative cumulative JJ www-sonatype-com-3567 218 112 percentage percentage NN www-sonatype-com-3567 218 113 ) ) -RRB- www-sonatype-com-3567 218 114 Teams team NNS www-sonatype-com-3567 218 115 should should MD www-sonatype-com-3567 218 116 aim aim VB www-sonatype-com-3567 218 117 for for IN www-sonatype-com-3567 218 118 a a DT www-sonatype-com-3567 218 119 minimum minimum NN www-sonatype-com-3567 218 120 of of IN www-sonatype-com-3567 218 121 four four CD www-sonatype-com-3567 218 122 releases release NNS www-sonatype-com-3567 218 123 annually annually RB www-sonatype-com-3567 218 124 and and CC www-sonatype-com-3567 218 125 aim aim VBP www-sonatype-com-3567 218 126 to to TO www-sonatype-com-3567 218 127 upgrade upgrade VB www-sonatype-com-3567 218 128 at at RB www-sonatype-com-3567 218 129 least least RBS www-sonatype-com-3567 218 130 80 80 CD www-sonatype-com-3567 218 131 % % NN www-sonatype-com-3567 218 132 of of IN www-sonatype-com-3567 218 133 their -PRON- PRP$ www-sonatype-com-3567 218 134 dependencies dependency NNS www-sonatype-com-3567 218 135 with with IN www-sonatype-com-3567 218 136 every every DT www-sonatype-com-3567 218 137 release release NN www-sonatype-com-3567 218 138 . . . www-sonatype-com-3567 219 1 182020 182020 CD www-sonatype-com-3567 219 2 STATE STATE NNP www-sonatype-com-3567 219 3 OF of IN www-sonatype-com-3567 219 4 THE the DT www-sonatype-com-3567 219 5 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 219 6 SUPPLY supply NN www-sonatype-com-3567 219 7 CHAIN chain NN www-sonatype-com-3567 219 8 REPORT report NN www-sonatype-com-3567 219 9 C c NN www-sonatype-com-3567 219 10 H h NN www-sonatype-com-3567 219 11 A a NN www-sonatype-com-3567 219 12 P p NN www-sonatype-com-3567 219 13 T t NN www-sonatype-com-3567 219 14 E e NN www-sonatype-com-3567 219 15 R r NN www-sonatype-com-3567 219 16 3 3 CD www-sonatype-com-3567 219 17 : : : www-sonatype-com-3567 219 18 ID ID NNP www-sonatype-com-3567 219 19 E e NN www-sonatype-com-3567 219 20 N n NN www-sonatype-com-3567 219 21 T t NN www-sonatype-com-3567 219 22 IF if IN www-sonatype-com-3567 219 23 Y y NN www-sonatype-com-3567 219 24 IN in IN www-sonatype-com-3567 219 25 G g NN www-sonatype-com-3567 219 26 E e NN www-sonatype-com-3567 219 27 X x NN www-sonatype-com-3567 219 28 E e NN www-sonatype-com-3567 219 29 M m NN www-sonatype-com-3567 219 30 P p NN www-sonatype-com-3567 219 31 L l NN www-sonatype-com-3567 219 32 A a NN www-sonatype-com-3567 219 33 R r NN www-sonatype-com-3567 219 34 Y y NN www-sonatype-com-3567 219 35 O o NN www-sonatype-com-3567 219 36 P p NN www-sonatype-com-3567 219 37 E e NN www-sonatype-com-3567 219 38 N n NN www-sonatype-com-3567 219 39 S s NN www-sonatype-com-3567 219 40 O o NN www-sonatype-com-3567 219 41 U u NN www-sonatype-com-3567 219 42 R r NN www-sonatype-com-3567 219 43 C c NN www-sonatype-com-3567 219 44 E e NN www-sonatype-com-3567 219 45 S s NN www-sonatype-com-3567 219 46 U u NN www-sonatype-com-3567 219 47 P p NN www-sonatype-com-3567 219 48 P p NN www-sonatype-com-3567 219 49 L l NN www-sonatype-com-3567 219 50 IE ie NN www-sonatype-com-3567 219 51 R r NN www-sonatype-com-3567 219 52 S s NN www-sonatype-com-3567 219 53 Guidance guidance NN www-sonatype-com-3567 219 54 for for IN www-sonatype-com-3567 219 55 Open Open NNP www-sonatype-com-3567 219 56 Source Source NNP www-sonatype-com-3567 219 57 Project Project NNP www-sonatype-com-3567 219 58 Owners Owners NNPS www-sonatype-com-3567 219 59 and and CC www-sonatype-com-3567 219 60 Contributors Contributors NNPS www-sonatype-com-3567 219 61 Given give VBN www-sonatype-com-3567 219 62 its -PRON- PRP$ www-sonatype-com-3567 219 63 association association NN www-sonatype-com-3567 219 64 with with IN www-sonatype-com-3567 219 65 good good JJ www-sonatype-com-3567 219 66 security security NN www-sonatype-com-3567 219 67 practices practice NNS www-sonatype-com-3567 219 68 and and CC www-sonatype-com-3567 219 69 outcomes outcome NNS www-sonatype-com-3567 219 70 , , , www-sonatype-com-3567 219 71 we -PRON- PRP www-sonatype-com-3567 219 72 recommend recommend VBP www-sonatype-com-3567 219 73 a a DT www-sonatype-com-3567 219 74 focus focus NN www-sonatype-com-3567 219 75 on on IN www-sonatype-com-3567 219 76 accel- accel- RB www-sonatype-com-3567 219 77 erating erate VBG www-sonatype-com-3567 219 78 and and CC www-sonatype-com-3567 219 79 maintaining maintain VBG www-sonatype-com-3567 219 80 rapid rapid JJ www-sonatype-com-3567 219 81 MTTU MTTU NNS www-sonatype-com-3567 219 82 . . . www-sonatype-com-3567 220 1 In in IN www-sonatype-com-3567 220 2 addition addition NN www-sonatype-com-3567 220 3 to to IN www-sonatype-com-3567 220 4 investing invest VBG www-sonatype-com-3567 220 5 development development NN www-sonatype-com-3567 220 6 effort effort NN www-sonatype-com-3567 220 7 on on IN www-sonatype-com-3567 220 8 new new JJ www-sonatype-com-3567 220 9 features feature NNS www-sonatype-com-3567 220 10 , , , www-sonatype-com-3567 220 11 bug bug NN www-sonatype-com-3567 220 12 fixes fix NNS www-sonatype-com-3567 220 13 , , , www-sonatype-com-3567 220 14 etc etc FW www-sonatype-com-3567 220 15 . . FW www-sonatype-com-3567 220 16 , , , www-sonatype-com-3567 220 17 projects project NNS www-sonatype-com-3567 220 18 should should MD www-sonatype-com-3567 220 19 commit commit VB www-sonatype-com-3567 220 20 similar similar JJ www-sonatype-com-3567 220 21 resources resource NNS www-sonatype-com-3567 220 22 to to IN www-sonatype-com-3567 220 23 dependency dependency NN www-sonatype-com-3567 220 24 management management NN www-sonatype-com-3567 220 25 . . . www-sonatype-com-3567 221 1 This this DT www-sonatype-com-3567 221 2 means mean VBZ www-sonatype-com-3567 221 3 that that IN www-sonatype-com-3567 221 4 developers developer NNS www-sonatype-com-3567 221 5 maintaining maintain VBG www-sonatype-com-3567 221 6 OSS oss NN www-sonatype-com-3567 221 7 projects project NNS www-sonatype-com-3567 221 8 who who WP www-sonatype-com-3567 221 9 are be VBP www-sonatype-com-3567 221 10 considering consider VBG www-sonatype-com-3567 221 11 adding add VBG www-sonatype-com-3567 221 12 a a DT www-sonatype-com-3567 221 13 new new JJ www-sonatype-com-3567 221 14 dependency dependency NN www-sonatype-com-3567 221 15 , , , www-sonatype-com-3567 221 16 and and CC www-sonatype-com-3567 221 17 looking look VBG www-sonatype-com-3567 221 18 for for IN www-sonatype-com-3567 221 19 a a DT www-sonatype-com-3567 221 20 metric metric NN www-sonatype-com-3567 221 21 to to TO www-sonatype-com-3567 221 22 guide guide VB www-sonatype-com-3567 221 23 that that DT www-sonatype-com-3567 221 24 choice choice NN www-sonatype-com-3567 221 25 , , , www-sonatype-com-3567 221 26 would would MD www-sonatype-com-3567 221 27 be be VB www-sonatype-com-3567 221 28 wise wise JJ www-sonatype-com-3567 221 29 to to TO www-sonatype-com-3567 221 30 select select VB www-sonatype-com-3567 221 31 dependencies dependency NNS www-sonatype-com-3567 221 32 with with IN www-sonatype-com-3567 221 33 fast fast JJ www-sonatype-com-3567 221 34 MTTU MTTU NNP www-sonatype-com-3567 221 35 because because IN www-sonatype-com-3567 221 36 such such JJ www-sonatype-com-3567 221 37 components component NNS www-sonatype-com-3567 221 38 naturally naturally RB www-sonatype-com-3567 221 39 exhibit exhibit VBP www-sonatype-com-3567 221 40 better well JJR www-sonatype-com-3567 221 41 security security NN www-sonatype-com-3567 221 42 hygiene hygiene NN www-sonatype-com-3567 221 43 . . . www-sonatype-com-3567 222 1 To to TO www-sonatype-com-3567 222 2 progress progress VB www-sonatype-com-3567 222 3 comfortably comfortably RB www-sonatype-com-3567 222 4 into into IN www-sonatype-com-3567 222 5 the the DT www-sonatype-com-3567 222 6 status status NN www-sonatype-com-3567 222 7 of of IN www-sonatype-com-3567 222 8 Exemplar Exemplar NNP www-sonatype-com-3567 222 9 ( ( -LRB- www-sonatype-com-3567 222 10 top top JJ www-sonatype-com-3567 222 11 80 80 CD www-sonatype-com-3567 222 12 % % NN www-sonatype-com-3567 222 13 of of IN www-sonatype-com-3567 222 14 Exemplars Exemplars NNP www-sonatype-com-3567 222 15 ) ) -RRB- www-sonatype-com-3567 222 16 , , , www-sonatype-com-3567 222 17 teams team NNS www-sonatype-com-3567 222 18 should should MD www-sonatype-com-3567 222 19 aim aim VB www-sonatype-com-3567 222 20 for for IN www-sonatype-com-3567 222 21 a a DT www-sonatype-com-3567 222 22 minimum minimum NN www-sonatype-com-3567 222 23 of of IN www-sonatype-com-3567 222 24 four four CD www-sonatype-com-3567 222 25 releases release NNS www-sonatype-com-3567 222 26 annually annually RB www-sonatype-com-3567 222 27 and and CC www-sonatype-com-3567 222 28 aim aim VBP www-sonatype-com-3567 222 29 to to TO www-sonatype-com-3567 222 30 upgrade upgrade VB www-sonatype-com-3567 222 31 at at RB www-sonatype-com-3567 222 32 least least RBS www-sonatype-com-3567 222 33 80 80 CD www-sonatype-com-3567 222 34 % % NN www-sonatype-com-3567 222 35 of of IN www-sonatype-com-3567 222 36 their -PRON- PRP$ www-sonatype-com-3567 222 37 dependen- dependen- JJ www-sonatype-com-3567 222 38 cies cie NNS www-sonatype-com-3567 222 39 with with IN www-sonatype-com-3567 222 40 every every DT www-sonatype-com-3567 222 41 release release NN www-sonatype-com-3567 222 42 . . . www-sonatype-com-3567 223 1 A a DT www-sonatype-com-3567 223 2 higher high JJR www-sonatype-com-3567 223 3 frequency frequency NN www-sonatype-com-3567 223 4 of of IN www-sonatype-com-3567 223 5 dependency dependency NN www-sonatype-com-3567 223 6 updates update NNS www-sonatype-com-3567 223 7 statistically statistically RB www-sonatype-com-3567 223 8 results result VBZ www-sonatype-com-3567 223 9 in in IN www-sonatype-com-3567 223 10 higher high JJR www-sonatype-com-3567 223 11 quality quality NN www-sonatype-com-3567 223 12 and and CC www-sonatype-com-3567 223 13 more more RBR www-sonatype-com-3567 223 14 secure secure JJ www-sonatype-com-3567 223 15 code code NN www-sonatype-com-3567 223 16 . . . www-sonatype-com-3567 224 1 Guidance guidance NN www-sonatype-com-3567 224 2 for for IN www-sonatype-com-3567 224 3 Enterprise Enterprise NNP www-sonatype-com-3567 224 4 Development Development NNP www-sonatype-com-3567 224 5 Teams Teams NNPS www-sonatype-com-3567 224 6 Enterprise enterprise NN www-sonatype-com-3567 224 7 development development NN www-sonatype-com-3567 224 8 teams team NNS www-sonatype-com-3567 224 9 working work VBG www-sonatype-com-3567 224 10 with with IN www-sonatype-com-3567 224 11 software software NN www-sonatype-com-3567 224 12 supply supply NN www-sonatype-com-3567 224 13 chains chain NNS www-sonatype-com-3567 224 14 often often RB www-sonatype-com-3567 224 15 rely rely VBP www-sonatype-com-3567 224 16 on on IN www-sonatype-com-3567 224 17 an an DT www-sonatype-com-3567 224 18 unchecked unchecked JJ www-sonatype-com-3567 224 19 variety variety NN www-sonatype-com-3567 224 20 of of IN www-sonatype-com-3567 224 21 supply supply NN www-sonatype-com-3567 224 22 from from IN www-sonatype-com-3567 224 23 OSS oss NN www-sonatype-com-3567 224 24 projects project NNS www-sonatype-com-3567 224 25 where where WRB www-sonatype-com-3567 224 26 each each DT www-sonatype-com-3567 224 27 developer developer NN www-sonatype-com-3567 224 28 or or CC www-sonatype-com-3567 224 29 development development NN www-sonatype-com-3567 224 30 team team NN www-sonatype-com-3567 224 31 can can MD www-sonatype-com-3567 224 32 make make VB www-sonatype-com-3567 224 33 their -PRON- PRP$ www-sonatype-com-3567 224 34 own own JJ www-sonatype-com-3567 224 35 sourcing sourcing NN www-sonatype-com-3567 224 36 and and CC www-sonatype-com-3567 224 37 procurement procurement NN www-sonatype-com-3567 224 38 decisions decision NNS www-sonatype-com-3567 224 39 . . . www-sonatype-com-3567 225 1 The the DT www-sonatype-com-3567 225 2 effort effort NN www-sonatype-com-3567 225 3 of of IN www-sonatype-com-3567 225 4 managing manage VBG www-sonatype-com-3567 225 5 3,552 3,552 CD www-sonatype-com-3567 225 6 different different JJ www-sonatype-com-3567 225 7 projects project NNS www-sonatype-com-3567 225 8 and and CC www-sonatype-com-3567 225 9 11,294 11,294 CD www-sonatype-com-3567 225 10 unique unique JJ www-sonatype-com-3567 225 11 releases release NNS www-sonatype-com-3567 225 12 ( ( -LRB- www-sonatype-com-3567 225 13 see see VB www-sonatype-com-3567 225 14 Chapter chapter NN www-sonatype-com-3567 225 15 5 5 CD www-sonatype-com-3567 225 16 ) ) -RRB- www-sonatype-com-3567 225 17 can can MD www-sonatype-com-3567 225 18 introduce introduce VB www-sonatype-com-3567 225 19 significant significant JJ www-sonatype-com-3567 225 20 drag drag NN www-sonatype-com-3567 225 21 on on IN www-sonatype-com-3567 225 22 development development NN www-sonatype-com-3567 225 23 and and CC www-sonatype-com-3567 225 24 is be VBZ www-sonatype-com-3567 225 25 contrary contrary JJ www-sonatype-com-3567 225 26 to to IN www-sonatype-com-3567 225 27 an an DT www-sonatype-com-3567 225 28 enter- enter- JJ www-sonatype-com-3567 225 29 prise prise NN www-sonatype-com-3567 225 30 ’s ’s POS www-sonatype-com-3567 225 31 need need VB www-sonatype-com-3567 225 32 to to TO www-sonatype-com-3567 225 33 develop develop VB www-sonatype-com-3567 225 34 faster fast RBR www-sonatype-com-3567 225 35 as as IN www-sonatype-com-3567 225 36 part part NN www-sonatype-com-3567 225 37 of of IN www-sonatype-com-3567 225 38 any any DT www-sonatype-com-3567 225 39 agile agile JJ www-sonatype-com-3567 225 40 , , , www-sonatype-com-3567 225 41 continuous continuous JJ www-sonatype-com-3567 225 42 delivery delivery NN www-sonatype-com-3567 225 43 or or CC www-sonatype-com-3567 225 44 DevOps DevOps NNP www-sonatype-com-3567 225 45 practice practice NN www-sonatype-com-3567 225 46 . . . www-sonatype-com-3567 226 1 Choosing choose VBG www-sonatype-com-3567 226 2 open open JJ www-sonatype-com-3567 226 3 source source NN www-sonatype-com-3567 226 4 projects project NNS www-sonatype-com-3567 226 5 should should MD www-sonatype-com-3567 226 6 be be VB www-sonatype-com-3567 226 7 considered consider VBN www-sonatype-com-3567 226 8 an an DT www-sonatype-com-3567 226 9 important important JJ www-sonatype-com-3567 226 10 strategic strategic JJ www-sonatype-com-3567 226 11 decision decision NN www-sonatype-com-3567 226 12 for for IN www-sonatype-com-3567 226 13 enterprise enterprise NN www-sonatype-com-3567 226 14 software software NN www-sonatype-com-3567 226 15 development development NN www-sonatype-com-3567 226 16 organizations organization NNS www-sonatype-com-3567 226 17 . . . www-sonatype-com-3567 227 1 Different different JJ www-sonatype-com-3567 227 2 components component NNS www-sonatype-com-3567 227 3 demonstrate demonstrate VBP www-sonatype-com-3567 227 4 healthy healthy JJ www-sonatype-com-3567 227 5 or or CC www-sonatype-com-3567 227 6 poor poor JJ www-sonatype-com-3567 227 7 performance performance NN www-sonatype-com-3567 227 8 that that WDT www-sonatype-com-3567 227 9 impacts impact VBZ www-sonatype-com-3567 227 10 the the DT www-sonatype-com-3567 227 11 overall overall JJ www-sonatype-com-3567 227 12 quality quality NN www-sonatype-com-3567 227 13 of of IN www-sonatype-com-3567 227 14 their -PRON- PRP$ www-sonatype-com-3567 227 15 releases release NNS www-sonatype-com-3567 227 16 . . . www-sonatype-com-3567 228 1 Therefore therefore RB www-sonatype-com-3567 228 2 , , , www-sonatype-com-3567 228 3 MTTU MTTU NNS www-sonatype-com-3567 228 4 should should MD www-sonatype-com-3567 228 5 be be VB www-sonatype-com-3567 228 6 an an DT www-sonatype-com-3567 228 7 important important JJ www-sonatype-com-3567 228 8 metric metric NN www-sonatype-com-3567 228 9 when when WRB www-sonatype-com-3567 228 10 deciding decide VBG www-sonatype-com-3567 228 11 which which WDT www-sonatype-com-3567 228 12 components component VBZ www-sonatype-com-3567 228 13 to to TO www-sonatype-com-3567 228 14 utilize utilize VB www-sonatype-com-3567 228 15 within within IN www-sonatype-com-3567 228 16 your -PRON- PRP$ www-sonatype-com-3567 228 17 software software NN www-sonatype-com-3567 228 18 supply supply NN www-sonatype-com-3567 228 19 chains chain NNS www-sonatype-com-3567 228 20 . . . www-sonatype-com-3567 229 1 Rapid Rapid NNP www-sonatype-com-3567 229 2 MTTU MTTU NNP www-sonatype-com-3567 229 3 is be VBZ www-sonatype-com-3567 229 4 associated associate VBN www-sonatype-com-3567 229 5 with with IN www-sonatype-com-3567 229 6 lower low JJR www-sonatype-com-3567 229 7 security security NN www-sonatype-com-3567 229 8 risk risk NN www-sonatype-com-3567 229 9 and and CC www-sonatype-com-3567 229 10 is be VBZ www-sonatype-com-3567 229 11 accessible accessible JJ www-sonatype-com-3567 229 12 from from IN www-sonatype-com-3567 229 13 public public JJ www-sonatype-com-3567 229 14 sources source NNS www-sonatype-com-3567 229 15 . . . www-sonatype-com-3567 230 1 Just just RB www-sonatype-com-3567 230 2 as as IN www-sonatype-com-3567 230 3 traditional traditional JJ www-sonatype-com-3567 230 4 manufacturing manufacture VBG www-sonatype-com-3567 230 5 supply supply NN www-sonatype-com-3567 230 6 chains chain NNS www-sonatype-com-3567 230 7 intentionally intentionally RB www-sonatype-com-3567 230 8 select select VBP www-sonatype-com-3567 230 9 parts part NNS www-sonatype-com-3567 230 10 from from IN www-sonatype-com-3567 230 11 approved approve VBN www-sonatype-com-3567 230 12 suppliers supplier NNS www-sonatype-com-3567 230 13 and and CC www-sonatype-com-3567 230 14 rely rely VB www-sonatype-com-3567 230 15 upon upon IN www-sonatype-com-3567 230 16 formalized formalize VBN www-sonatype-com-3567 230 17 procurement procurement NN www-sonatype-com-3567 230 18 practices practice NNS www-sonatype-com-3567 230 19 — — : www-sonatype-com-3567 230 20 enterprise enterprise NN www-sonatype-com-3567 230 21 development development NN www-sonatype-com-3567 230 22 teams team NNS www-sonatype-com-3567 230 23 should should MD www-sonatype-com-3567 230 24 adopt adopt VB www-sonatype-com-3567 230 25 similar similar JJ www-sonatype-com-3567 230 26 criteria criterion NNS www-sonatype-com-3567 230 27 for for IN www-sonatype-com-3567 230 28 their -PRON- PRP$ www-sonatype-com-3567 230 29 selection selection NN www-sonatype-com-3567 230 30 of of IN www-sonatype-com-3567 230 31 OSS oss NN www-sonatype-com-3567 230 32 compo- compo- NN www-sonatype-com-3567 230 33 nents nent NNS www-sonatype-com-3567 230 34 . . . www-sonatype-com-3567 231 1 This this DT www-sonatype-com-3567 231 2 practice practice NN www-sonatype-com-3567 231 3 ensures ensure VBZ www-sonatype-com-3567 231 4 the the DT www-sonatype-com-3567 231 5 highest high JJS www-sonatype-com-3567 231 6 quality quality NN www-sonatype-com-3567 231 7 parts part NNS www-sonatype-com-3567 231 8 are be VBP www-sonatype-com-3567 231 9 selected select VBN www-sonatype-com-3567 231 10 from from IN www-sonatype-com-3567 231 11 the the DT www-sonatype-com-3567 231 12 best good JJS www-sonatype-com-3567 231 13 and and CC www-sonatype-com-3567 231 14 fewest few JJS www-sonatype-com-3567 231 15 suppliers supplier NNS www-sonatype-com-3567 231 16 — — : www-sonatype-com-3567 231 17 a a DT www-sonatype-com-3567 231 18 practice practice NN www-sonatype-com-3567 231 19 Deming Deming NNP www-sonatype-com-3567 231 20 recommended recommend VBD www-sonatype-com-3567 231 21 for for IN www-sonatype-com-3567 231 22 decades decade NNS www-sonatype-com-3567 231 23 . . . www-sonatype-com-3567 232 1 Implementing implement VBG www-sonatype-com-3567 232 2 selection selection NN www-sonatype-com-3567 232 3 criteria criterion NNS www-sonatype-com-3567 232 4 and and CC www-sonatype-com-3567 232 5 update update NN www-sonatype-com-3567 232 6 practices practice NNS www-sonatype-com-3567 232 7 will will MD www-sonatype-com-3567 232 8 not not RB www-sonatype-com-3567 232 9 only only RB www-sonatype-com-3567 232 10 improve improve VB www-sonatype-com-3567 232 11 code code NN www-sonatype-com-3567 232 12 quality quality NN www-sonatype-com-3567 232 13 , , , www-sonatype-com-3567 232 14 but but CC www-sonatype-com-3567 232 15 can can MD www-sonatype-com-3567 232 16 accelerate accelerate VB www-sonatype-com-3567 232 17 mean mean JJ www-sonatype-com-3567 232 18 time time NN www-sonatype-com-3567 232 19 to to TO www-sonatype-com-3567 232 20 repair repair VB www-sonatype-com-3567 232 21 when when WRB www-sonatype-com-3567 232 22 suppliers supplier NNS www-sonatype-com-3567 232 23 discover discover VBP www-sonatype-com-3567 232 24 new new JJ www-sonatype-com-3567 232 25 defects defect NNS www-sonatype-com-3567 232 26 or or CC www-sonatype-com-3567 232 27 vulnerabilities vulnerability NNS www-sonatype-com-3567 232 28 . . . www-sonatype-com-3567 233 1 Chapter chapter NN www-sonatype-com-3567 233 2 4 4 CD www-sonatype-com-3567 233 3 will will MD www-sonatype-com-3567 233 4 further further RB www-sonatype-com-3567 233 5 explore explore VB www-sonatype-com-3567 233 6 the the DT www-sonatype-com-3567 233 7 impact impact NN www-sonatype-com-3567 233 8 of of IN www-sonatype-com-3567 233 9 OSS oss NN www-sonatype-com-3567 233 10 component component NN www-sonatype-com-3567 233 11 selection selection NN www-sonatype-com-3567 233 12 on on IN www-sonatype-com-3567 233 13 overall overall JJ www-sonatype-com-3567 233 14 application application NN www-sonatype-com-3567 233 15 quality quality NN www-sonatype-com-3567 233 16 . . . www-sonatype-com-3567 234 1 ■ ■ NFP www-sonatype-com-3567 234 2 Just just RB www-sonatype-com-3567 234 3 as as IN www-sonatype-com-3567 234 4 traditional traditional JJ www-sonatype-com-3567 234 5 manufacturing manufacture VBG www-sonatype-com-3567 234 6 supply supply NN www-sonatype-com-3567 234 7 chains chain NNS www-sonatype-com-3567 234 8 intentionally intentionally RB www-sonatype-com-3567 234 9 select select VBP www-sonatype-com-3567 234 10 parts part NNS www-sonatype-com-3567 234 11 from from IN www-sonatype-com-3567 234 12 approved approve VBN www-sonatype-com-3567 234 13 suppliers supplier NNS www-sonatype-com-3567 234 14 and and CC www-sonatype-com-3567 234 15 rely rely VB www-sonatype-com-3567 234 16 upon upon IN www-sonatype-com-3567 234 17 formalized formalize VBN www-sonatype-com-3567 234 18 procurement procurement NN www-sonatype-com-3567 234 19 practices practice NNS www-sonatype-com-3567 234 20 — — : www-sonatype-com-3567 234 21 enterprise enterprise NN www-sonatype-com-3567 234 22 development development NN www-sonatype-com-3567 234 23 teams team NNS www-sonatype-com-3567 234 24 should should MD www-sonatype-com-3567 234 25 adopt adopt VB www-sonatype-com-3567 234 26 similar similar JJ www-sonatype-com-3567 234 27 criteria criterion NNS www-sonatype-com-3567 234 28 for for IN www-sonatype-com-3567 234 29 their -PRON- PRP$ www-sonatype-com-3567 234 30 selection selection NN www-sonatype-com-3567 234 31 of of IN www-sonatype-com-3567 234 32 OSS oss NN www-sonatype-com-3567 234 33 components component NNS www-sonatype-com-3567 234 34 . . . www-sonatype-com-3567 235 1 192020 192020 CD www-sonatype-com-3567 235 2 STATE STATE NNP www-sonatype-com-3567 235 3 OF of IN www-sonatype-com-3567 235 4 THE the DT www-sonatype-com-3567 235 5 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 235 6 SUPPLY supply NN www-sonatype-com-3567 235 7 CHAIN chain NN www-sonatype-com-3567 235 8 REPORT report NN www-sonatype-com-3567 235 9 C c NN www-sonatype-com-3567 235 10 H h NN www-sonatype-com-3567 235 11 A a NN www-sonatype-com-3567 235 12 P p NN www-sonatype-com-3567 235 13 T t NN www-sonatype-com-3567 235 14 E e NN www-sonatype-com-3567 235 15 R r NN www-sonatype-com-3567 235 16 3 3 CD www-sonatype-com-3567 235 17 : : : www-sonatype-com-3567 235 18 ID ID NNP www-sonatype-com-3567 235 19 E e NN www-sonatype-com-3567 235 20 N n NN www-sonatype-com-3567 235 21 T t NN www-sonatype-com-3567 235 22 IF if IN www-sonatype-com-3567 235 23 Y y NN www-sonatype-com-3567 235 24 IN in IN www-sonatype-com-3567 235 25 G g NN www-sonatype-com-3567 235 26 E e NN www-sonatype-com-3567 235 27 X x NN www-sonatype-com-3567 235 28 E e NN www-sonatype-com-3567 235 29 M m NN www-sonatype-com-3567 235 30 P p NN www-sonatype-com-3567 235 31 L l NN www-sonatype-com-3567 235 32 A a NN www-sonatype-com-3567 235 33 R r NN www-sonatype-com-3567 235 34 Y y NN www-sonatype-com-3567 235 35 O o NN www-sonatype-com-3567 235 36 P p NN www-sonatype-com-3567 235 37 E e NN www-sonatype-com-3567 235 38 N n NN www-sonatype-com-3567 235 39 S s NN www-sonatype-com-3567 235 40 O o NN www-sonatype-com-3567 235 41 U u NN www-sonatype-com-3567 235 42 R r NN www-sonatype-com-3567 235 43 C c NN www-sonatype-com-3567 235 44 E e NN www-sonatype-com-3567 235 45 S s NN www-sonatype-com-3567 235 46 U u NN www-sonatype-com-3567 235 47 P p NN www-sonatype-com-3567 235 48 P p NN www-sonatype-com-3567 235 49 L l NN www-sonatype-com-3567 235 50 IE ie NN www-sonatype-com-3567 235 51 R R NNP www-sonatype-com-3567 235 52 S S NNP www-sonatype-com-3567 235 53 CHAPTER chapter NN www-sonatype-com-3567 235 54 4 4 CD www-sonatype-com-3567 235 55 How how WRB www-sonatype-com-3567 235 56 High high JJ www-sonatype-com-3567 235 57 Performance performance NN www-sonatype-com-3567 235 58 Teams team NNS www-sonatype-com-3567 235 59 Manage manage VBP www-sonatype-com-3567 235 60 Open open JJ www-sonatype-com-3567 235 61 Source source NN www-sonatype-com-3567 235 62 Software Software NNP www-sonatype-com-3567 235 63 Supply Supply NNP www-sonatype-com-3567 235 64 Chains Chains NNPS www-sonatype-com-3567 235 65 Telecommunications Telecommunications NNP www-sonatype-com-3567 235 66 Consulting Consulting NNP www-sonatype-com-3567 235 67 Services Services NNPS www-sonatype-com-3567 235 68 Government Government NNP www-sonatype-com-3567 235 69 Technology Technology NNP www-sonatype-com-3567 235 70 Banking Banking NNP www-sonatype-com-3567 235 71 and and CC www-sonatype-com-3567 235 72 Financial Financial NNP www-sonatype-com-3567 235 73 Services Services NNP www-sonatype-com-3567 235 74 40 40 CD www-sonatype-com-3567 235 75 % % NN www-sonatype-com-3567 235 76 8 8 CD www-sonatype-com-3567 235 77 % % NN www-sonatype-com-3567 235 78 11 11 CD www-sonatype-com-3567 235 79 % % NN www-sonatype-com-3567 235 80 6 6 CD www-sonatype-com-3567 235 81 % % NN www-sonatype-com-3567 235 82 6 6 CD www-sonatype-com-3567 235 83 % % NN www-sonatype-com-3567 235 84 Other other JJ www-sonatype-com-3567 235 85 9 9 CD www-sonatype-com-3567 235 86 % % NN www-sonatype-com-3567 235 87 Retail retail NN www-sonatype-com-3567 235 88 3 3 CD www-sonatype-com-3567 235 89 % % NN www-sonatype-com-3567 235 90 Healthcare Healthcare NNP www-sonatype-com-3567 235 91 4 4 CD www-sonatype-com-3567 235 92 % % NN www-sonatype-com-3567 235 93 Education Education NNP www-sonatype-com-3567 235 94 3 3 CD www-sonatype-com-3567 235 95 % % NN www-sonatype-com-3567 235 96 Media Media NNP www-sonatype-com-3567 235 97 and and CC www-sonatype-com-3567 235 98 Entertainment Entertainment NNP www-sonatype-com-3567 235 99 3 3 CD www-sonatype-com-3567 235 100 % % NN www-sonatype-com-3567 235 101 Manufacturing manufacturing NN www-sonatype-com-3567 235 102 2 2 CD www-sonatype-com-3567 235 103 % % NN www-sonatype-com-3567 235 104 Insurance insurance NN www-sonatype-com-3567 235 105 4 4 CD www-sonatype-com-3567 235 106 % % NN www-sonatype-com-3567 235 107 Industry industry NN www-sonatype-com-3567 235 108 Verticals vertical NNS www-sonatype-com-3567 235 109 Analyzed analyze VBN www-sonatype-com-3567 235 110 for for IN www-sonatype-com-3567 235 111 OSS OSS NNP www-sonatype-com-3567 235 112 Component Component NNP www-sonatype-com-3567 235 113 - - HYPH www-sonatype-com-3567 235 114 Based base VBN www-sonatype-com-3567 235 115 Development Development NNP www-sonatype-com-3567 235 116 Practices Practices NNPS www-sonatype-com-3567 235 117 Analyzing analyze VBG www-sonatype-com-3567 235 118 the the DT www-sonatype-com-3567 235 119 performance performance NN www-sonatype-com-3567 235 120 and and CC www-sonatype-com-3567 235 121 security security NN www-sonatype-com-3567 235 122 of of IN www-sonatype-com-3567 235 123 open open JJ www-sonatype-com-3567 235 124 source source NN www-sonatype-com-3567 235 125 component component NN www-sonatype-com-3567 235 126 - - HYPH www-sonatype-com-3567 235 127 based base VBN www-sonatype-com-3567 235 128 software software NN www-sonatype-com-3567 235 129 development development NN www-sonatype-com-3567 235 130 is be VBZ www-sonatype-com-3567 235 131 made make VBN www-sonatype-com-3567 235 132 easier easy JJR www-sonatype-com-3567 235 133 because because IN www-sonatype-com-3567 235 134 , , , www-sonatype-com-3567 235 135 similar similar JJ www-sonatype-com-3567 235 136 to to IN www-sonatype-com-3567 235 137 manufacturing manufacture VBG www-sonatype-com-3567 235 138 supply supply NN www-sonatype-com-3567 235 139 chains chain NNS www-sonatype-com-3567 235 140 , , , www-sonatype-com-3567 235 141 the the DT www-sonatype-com-3567 235 142 inventory inventory NN www-sonatype-com-3567 235 143 is be VBZ www-sonatype-com-3567 235 144 visible visible JJ www-sonatype-com-3567 235 145 . . . www-sonatype-com-3567 236 1 Analyzing analyze VBG www-sonatype-com-3567 236 2 the the DT www-sonatype-com-3567 236 3 performance performance NN www-sonatype-com-3567 236 4 and and CC www-sonatype-com-3567 236 5 security security NN www-sonatype-com-3567 236 6 of of IN www-sonatype-com-3567 236 7 open open JJ www-sonatype-com-3567 236 8 source source NN www-sonatype-com-3567 236 9 component component NN www-sonatype-com-3567 236 10 - - HYPH www-sonatype-com-3567 236 11 based base VBN www-sonatype-com-3567 236 12 software software NN www-sonatype-com-3567 236 13 development development NN www-sonatype-com-3567 236 14 is be VBZ www-sonatype-com-3567 236 15 made make VBN www-sonatype-com-3567 236 16 easier easy JJR www-sonatype-com-3567 236 17 because because IN www-sonatype-com-3567 236 18 , , , www-sonatype-com-3567 236 19 similar similar JJ www-sonatype-com-3567 236 20 to to IN www-sonatype-com-3567 236 21 manufacturing manufacture VBG www-sonatype-com-3567 236 22 supply supply NN www-sonatype-com-3567 236 23 chains chain NNS www-sonatype-com-3567 236 24 , , , www-sonatype-com-3567 236 25 the the DT www-sonatype-com-3567 236 26 inventory inventory NN www-sonatype-com-3567 236 27 is be VBZ www-sonatype-com-3567 236 28 visible visible JJ www-sonatype-com-3567 236 29 . . . www-sonatype-com-3567 237 1 For for IN www-sonatype-com-3567 237 2 this this DT www-sonatype-com-3567 237 3 year year NN www-sonatype-com-3567 237 4 ’s ’s POS www-sonatype-com-3567 237 5 report report NN www-sonatype-com-3567 237 6 , , , www-sonatype-com-3567 237 7 we -PRON- PRP www-sonatype-com-3567 237 8 expanded expand VBD www-sonatype-com-3567 237 9 our -PRON- PRP$ www-sonatype-com-3567 237 10 survey survey NN www-sonatype-com-3567 237 11 of of IN www-sonatype-com-3567 237 12 OSS OSS NNP www-sonatype-com-3567 237 13 component component NN www-sonatype-com-3567 237 14 - - HYPH www-sonatype-com-3567 237 15 based base VBN www-sonatype-com-3567 237 16 development development NN www-sonatype-com-3567 237 17 practices practice NNS www-sonatype-com-3567 237 18 to to TO www-sonatype-com-3567 237 19 include include VB www-sonatype-com-3567 237 20 679 679 CD www-sonatype-com-3567 237 21 engineering engineering NN www-sonatype-com-3567 237 22 professionals professional NNS www-sonatype-com-3567 237 23 employed employ VBN www-sonatype-com-3567 237 24 in in IN www-sonatype-com-3567 237 25 commercial commercial JJ www-sonatype-com-3567 237 26 roles role NNS www-sonatype-com-3567 237 27 . . . www-sonatype-com-3567 238 1 We -PRON- PRP www-sonatype-com-3567 238 2 inquired inquire VBD www-sonatype-com-3567 238 3 about about IN www-sonatype-com-3567 238 4 software software NN www-sonatype-com-3567 238 5 delivery delivery NN www-sonatype-com-3567 238 6 outcomes outcome NNS www-sonatype-com-3567 238 7 ( ( -LRB- www-sonatype-com-3567 238 8 e.g. e.g. RB www-sonatype-com-3567 238 9 , , , www-sonatype-com-3567 238 10 deployment deployment NN www-sonatype-com-3567 238 11 frequency frequency NN www-sonatype-com-3567 238 12 , , , www-sonatype-com-3567 238 13 security security NN www-sonatype-com-3567 238 14 , , , www-sonatype-com-3567 238 15 engineering engineering NN www-sonatype-com-3567 238 16 productivity productivity NN www-sonatype-com-3567 238 17 , , , www-sonatype-com-3567 238 18 job job NN www-sonatype-com-3567 238 19 satisfaction satisfaction NN www-sonatype-com-3567 238 20 ) ) -RRB- www-sonatype-com-3567 238 21 and and CC www-sonatype-com-3567 238 22 practices practice NNS www-sonatype-com-3567 238 23 ( ( -LRB- www-sonatype-com-3567 238 24 e.g. e.g. RB www-sonatype-com-3567 238 25 , , , www-sonatype-com-3567 238 26 approaches approach NNS www-sonatype-com-3567 238 27 and and CC www-sonatype-com-3567 238 28 philosophies philosophy NNS www-sonatype-com-3567 238 29 to to IN www-sonatype-com-3567 238 30 utilizing utilize VBG www-sonatype-com-3567 238 31 open open JJ www-sonatype-com-3567 238 32 source source NN www-sonatype-com-3567 238 33 components component NNS www-sonatype-com-3567 238 34 , , , www-sonatype-com-3567 238 35 organizational organizational JJ www-sonatype-com-3567 238 36 design design NN www-sonatype-com-3567 238 37 , , , www-sonatype-com-3567 238 38 governance governance NN www-sonatype-com-3567 238 39 , , , www-sonatype-com-3567 238 40 approval approval NN www-sonatype-com-3567 238 41 processes process NNS www-sonatype-com-3567 238 42 , , , www-sonatype-com-3567 238 43 and and CC www-sonatype-com-3567 238 44 tooling tooling NN www-sonatype-com-3567 238 45 ) ) -RRB- www-sonatype-com-3567 238 46 . . . www-sonatype-com-3567 239 1 The the DT www-sonatype-com-3567 239 2 goal goal NN www-sonatype-com-3567 239 3 was be VBD www-sonatype-com-3567 239 4 to to TO www-sonatype-com-3567 239 5 discover discover VB www-sonatype-com-3567 239 6 to to IN www-sonatype-com-3567 239 7 what what WDT www-sonatype-com-3567 239 8 extent extent NN www-sonatype-com-3567 239 9 various various JJ www-sonatype-com-3567 239 10 practices practice NNS www-sonatype-com-3567 239 11 contribute contribute VBP www-sonatype-com-3567 239 12 to to IN www-sonatype-com-3567 239 13 success success NN www-sonatype-com-3567 239 14 . . . www-sonatype-com-3567 240 1 To to TO www-sonatype-com-3567 240 2 assess assess VB www-sonatype-com-3567 240 3 this this DT www-sonatype-com-3567 240 4 , , , www-sonatype-com-3567 240 5 we -PRON- PRP www-sonatype-com-3567 240 6 performed perform VBD www-sonatype-com-3567 240 7 a a DT www-sonatype-com-3567 240 8 number number NN www-sonatype-com-3567 240 9 of of IN www-sonatype-com-3567 240 10 analyses analysis NNS www-sonatype-com-3567 240 11 including include VBG www-sonatype-com-3567 240 12 fitting fitting JJ www-sonatype-com-3567 240 13 regression regression NN www-sonatype-com-3567 240 14 models model NNS www-sonatype-com-3567 240 15 to to IN www-sonatype-com-3567 240 16 the the DT www-sonatype-com-3567 240 17 data datum NNS www-sonatype-com-3567 240 18 , , , www-sonatype-com-3567 240 19 clustering clustering NN www-sonatype-com-3567 240 20 , , , www-sonatype-com-3567 240 21 and and CC www-sonatype-com-3567 240 22 examining examine VBG www-sonatype-com-3567 240 23 statistically statistically RB www-sonatype-com-3567 240 24 - - HYPH www-sonatype-com-3567 240 25 significant significant JJ www-sonatype-com-3567 240 26 between- between- . www-sonatype-com-3567 240 27 group group NN www-sonatype-com-3567 240 28 effects effect NNS www-sonatype-com-3567 240 29 . . . www-sonatype-com-3567 241 1 We -PRON- PRP www-sonatype-com-3567 241 2 believe believe VBP www-sonatype-com-3567 241 3 the the DT www-sonatype-com-3567 241 4 results result NNS www-sonatype-com-3567 241 5 we -PRON- PRP www-sonatype-com-3567 241 6 found find VBD www-sonatype-com-3567 241 7 can can MD www-sonatype-com-3567 241 8 help help VB www-sonatype-com-3567 241 9 organi- organi- NN www-sonatype-com-3567 241 10 zations zation NNS www-sonatype-com-3567 241 11 evaluate evaluate VB www-sonatype-com-3567 241 12 their -PRON- PRP$ www-sonatype-com-3567 241 13 approaches approach NNS www-sonatype-com-3567 241 14 to to IN www-sonatype-com-3567 241 15 using use VBG www-sonatype-com-3567 241 16 open open JJ www-sonatype-com-3567 241 17 source source NN www-sonatype-com-3567 241 18 components component NNS www-sonatype-com-3567 241 19 and and CC www-sonatype-com-3567 241 20 improve improve VB www-sonatype-com-3567 241 21 the the DT www-sonatype-com-3567 241 22 performance performance NN www-sonatype-com-3567 241 23 and and CC www-sonatype-com-3567 241 24 security security NN www-sonatype-com-3567 241 25 of of IN www-sonatype-com-3567 241 26 their -PRON- PRP$ www-sonatype-com-3567 241 27 software software NN www-sonatype-com-3567 241 28 delivery delivery NN www-sonatype-com-3567 241 29 practices practice NNS www-sonatype-com-3567 241 30 . . . www-sonatype-com-3567 242 1 Survey survey NN www-sonatype-com-3567 242 2 of of IN www-sonatype-com-3567 242 3 Open Open NNP www-sonatype-com-3567 242 4 Source Source NNP www-sonatype-com-3567 242 5 Management Management NNP www-sonatype-com-3567 242 6 Practices Practices NNPS www-sonatype-com-3567 242 7 We -PRON- PRP www-sonatype-com-3567 242 8 created create VBD www-sonatype-com-3567 242 9 a a DT www-sonatype-com-3567 242 10 survey survey NN www-sonatype-com-3567 242 11 with with IN www-sonatype-com-3567 242 12 41 41 CD www-sonatype-com-3567 242 13 questions question NNS www-sonatype-com-3567 242 14 , , , www-sonatype-com-3567 242 15 exploring explore VBG www-sonatype-com-3567 242 16 ten ten CD www-sonatype-com-3567 242 17 areas area NNS www-sonatype-com-3567 242 18 of of IN www-sonatype-com-3567 242 19 software software NN www-sonatype-com-3567 242 20 outcomes outcome NNS www-sonatype-com-3567 242 21 ( ( -LRB- www-sonatype-com-3567 242 22 dependent dependent JJ www-sonatype-com-3567 242 23 vari- vari- NNP www-sonatype-com-3567 242 24 ables ables NNP www-sonatype-com-3567 242 25 ) ) -RRB- www-sonatype-com-3567 242 26 , , , www-sonatype-com-3567 242 27 and and CC www-sonatype-com-3567 242 28 twenty twenty CD www-sonatype-com-3567 242 29 - - HYPH www-sonatype-com-3567 242 30 four four CD www-sonatype-com-3567 242 31 areas area NNS www-sonatype-com-3567 242 32 of of IN www-sonatype-com-3567 242 33 software software NN www-sonatype-com-3567 242 34 practices practice NNS www-sonatype-com-3567 242 35 , , , www-sonatype-com-3567 242 36 tooling tooling NN www-sonatype-com-3567 242 37 , , , www-sonatype-com-3567 242 38 organization organization NN www-sonatype-com-3567 242 39 , , , www-sonatype-com-3567 242 40 policies policy NNS www-sonatype-com-3567 242 41 , , , www-sonatype-com-3567 242 42 etc etc FW www-sonatype-com-3567 242 43 . . . www-sonatype-com-3567 243 1 ( ( -LRB- www-sonatype-com-3567 243 2 independent independent JJ www-sonatype-com-3567 243 3 variables variable NNS www-sonatype-com-3567 243 4 ) ) -RRB- www-sonatype-com-3567 243 5 . . . www-sonatype-com-3567 244 1 We -PRON- PRP www-sonatype-com-3567 244 2 obtained obtain VBD www-sonatype-com-3567 244 3 responses response NNS www-sonatype-com-3567 244 4 from from IN www-sonatype-com-3567 244 5 679 679 CD www-sonatype-com-3567 244 6 individuals individual NNS www-sonatype-com-3567 244 7 across across IN www-sonatype-com-3567 244 8 a a DT www-sonatype-com-3567 244 9 wide wide JJ www-sonatype-com-3567 244 10 variety variety NN www-sonatype-com-3567 244 11 of of IN www-sonatype-com-3567 244 12 industry industry NN www-sonatype-com-3567 244 13 verticals vertical NNS www-sonatype-com-3567 244 14 , , , www-sonatype-com-3567 244 15 including include VBG www-sonatype-com-3567 244 16 Banking Banking NNP www-sonatype-com-3567 244 17 , , , www-sonatype-com-3567 244 18 Retail Retail NNP www-sonatype-com-3567 244 19 , , , www-sonatype-com-3567 244 20 Healthcare Healthcare NNP www-sonatype-com-3567 244 21 , , , www-sonatype-com-3567 244 22 and and CC www-sonatype-com-3567 244 23 Government Government NNP www-sonatype-com-3567 244 24 ( ( -LRB- www-sonatype-com-3567 244 25 SEE see UH www-sonatype-com-3567 244 26 FIGURE FIGURE NNP www-sonatype-com-3567 244 27 4A 4A NNS www-sonatype-com-3567 244 28 ) ) -RRB- www-sonatype-com-3567 244 29 . . . www-sonatype-com-3567 245 1 Organizations organization NNS www-sonatype-com-3567 245 2 of of IN www-sonatype-com-3567 245 3 all all DT www-sonatype-com-3567 245 4 sizes size NNS www-sonatype-com-3567 245 5 were be VBD www-sonatype-com-3567 245 6 repre- repre- JJ www-sonatype-com-3567 245 7 sented sente VBN www-sonatype-com-3567 245 8 , , , www-sonatype-com-3567 245 9 ranging range VBG www-sonatype-com-3567 245 10 from from IN www-sonatype-com-3567 245 11 10-developer 10-developer CD www-sonatype-com-3567 245 12 organizations organization NNS www-sonatype-com-3567 245 13 to to IN www-sonatype-com-3567 245 14 companies company NNS www-sonatype-com-3567 245 15 with with IN www-sonatype-com-3567 245 16 more more JJR www-sonatype-com-3567 245 17 than than IN www-sonatype-com-3567 245 18 5,000 5,000 CD www-sonatype-com-3567 245 19 developers developer NNS www-sonatype-com-3567 245 20 . . . www-sonatype-com-3567 246 1 63 63 CD www-sonatype-com-3567 246 2 % % NN www-sonatype-com-3567 246 3 of of IN www-sonatype-com-3567 246 4 respondents respondent NNS www-sonatype-com-3567 246 5 were be VBD www-sonatype-com-3567 246 6 individual individual JJ www-sonatype-com-3567 246 7 contributors contributor NNS www-sonatype-com-3567 246 8 or or CC www-sonatype-com-3567 246 9 team team NN www-sonatype-com-3567 246 10 leads lead VBZ www-sonatype-com-3567 246 11 , , , www-sonatype-com-3567 246 12 while while IN www-sonatype-com-3567 246 13 37 37 CD www-sonatype-com-3567 246 14 % % NN www-sonatype-com-3567 246 15 were be VBD www-sonatype-com-3567 246 16 managers manager NNS www-sonatype-com-3567 246 17 , , , www-sonatype-com-3567 246 18 VPs vp NNS www-sonatype-com-3567 246 19 , , , www-sonatype-com-3567 246 20 or or CC www-sonatype-com-3567 246 21 execu- execu- VBG www-sonatype-com-3567 246 22 tives tive NNS www-sonatype-com-3567 246 23 . . . www-sonatype-com-3567 247 1 Participants participant NNS www-sonatype-com-3567 247 2 achieved achieve VBD www-sonatype-com-3567 247 3 a a DT www-sonatype-com-3567 247 4 75 75 CD www-sonatype-com-3567 247 5 % % NN www-sonatype-com-3567 247 6 completion completion NN www-sonatype-com-3567 247 7 rate rate NN www-sonatype-com-3567 247 8 , , , www-sonatype-com-3567 247 9 defined define VBN www-sonatype-com-3567 247 10 as as IN www-sonatype-com-3567 247 11 respondents respondent NNS www-sonatype-com-3567 247 12 that that WDT www-sonatype-com-3567 247 13 answered answer VBD www-sonatype-com-3567 247 14 all all DT www-sonatype-com-3567 247 15 of of IN www-sonatype-com-3567 247 16 the the DT www-sonatype-com-3567 247 17 questions question NNS www-sonatype-com-3567 247 18 that that WDT www-sonatype-com-3567 247 19 fed feed VBD www-sonatype-com-3567 247 20 into into IN www-sonatype-com-3567 247 21 our -PRON- PRP$ www-sonatype-com-3567 247 22 statistical statistical JJ www-sonatype-com-3567 247 23 data data NN www-sonatype-com-3567 247 24 analysis analysis NN www-sonatype-com-3567 247 25 . . . www-sonatype-com-3567 248 1 Cluster Cluster NNP www-sonatype-com-3567 248 2 Analysis Analysis NNP www-sonatype-com-3567 248 3 and and CC www-sonatype-com-3567 248 4 Findings Findings NNPS www-sonatype-com-3567 248 5 To to TO www-sonatype-com-3567 248 6 identify identify VB www-sonatype-com-3567 248 7 cohorts cohort NNS www-sonatype-com-3567 248 8 with with IN www-sonatype-com-3567 248 9 similar similar JJ www-sonatype-com-3567 248 10 reported report VBN www-sonatype-com-3567 248 11 outcomes outcome NNS www-sonatype-com-3567 248 12 , , , www-sonatype-com-3567 248 13 and and CC www-sonatype-com-3567 248 14 identify identify VB www-sonatype-com-3567 248 15 high high JJ www-sonatype-com-3567 248 16 and and CC www-sonatype-com-3567 248 17 low low JJ www-sonatype-com-3567 248 18 performers performer NNS www-sonatype-com-3567 248 19 , , , www-sonatype-com-3567 248 20 we -PRON- PRP www-sonatype-com-3567 248 21 used use VBD www-sonatype-com-3567 248 22 a a DT www-sonatype-com-3567 248 23 cluster cluster NN www-sonatype-com-3567 248 24 analysis.27 analysis.27 NNP www-sonatype-com-3567 248 25 We -PRON- PRP www-sonatype-com-3567 248 26 found find VBD www-sonatype-com-3567 248 27 four four CD www-sonatype-com-3567 248 28 clusters cluster NNS www-sonatype-com-3567 248 29 with with IN www-sonatype-com-3567 248 30 markedly markedly RB www-sonatype-com-3567 248 31 different different JJ www-sonatype-com-3567 248 32 levels level NNS www-sonatype-com-3567 248 33 of of IN www-sonatype-com-3567 248 34 performance performance NN www-sonatype-com-3567 248 35 , , , www-sonatype-com-3567 248 36 with with IN www-sonatype-com-3567 248 37 different different JJ www-sonatype-com-3567 248 38 patterns pattern NNS www-sonatype-com-3567 248 39 of of IN www-sonatype-com-3567 248 40 practices practice NNS www-sonatype-com-3567 248 41 , , , www-sonatype-com-3567 248 42 and and CC www-sonatype-com-3567 248 43 with with IN www-sonatype-com-3567 248 44 almost almost RB www-sonatype-com-3567 248 45 all all DT www-sonatype-com-3567 248 46 factors factor NNS www-sonatype-com-3567 248 47 being be VBG www-sonatype-com-3567 248 48 statistically statistically RB www-sonatype-com-3567 248 49 different different JJ www-sonatype-com-3567 248 50 . . . www-sonatype-com-3567 249 1 We -PRON- PRP www-sonatype-com-3567 249 2 labeled label VBD www-sonatype-com-3567 249 3 them -PRON- PRP www-sonatype-com-3567 249 4 as as IN www-sonatype-com-3567 249 5 follows follow VBZ www-sonatype-com-3567 249 6 : : : www-sonatype-com-3567 249 7 FIGURE FIGURE NNP www-sonatype-com-3567 249 8 4A 4a NN www-sonatype-com-3567 249 9 Industry Industry NNP www-sonatype-com-3567 249 10 Verticals Verticals NNPS www-sonatype-com-3567 249 11 Analyzed analyze VBN www-sonatype-com-3567 249 12 for for IN www-sonatype-com-3567 249 13 OSS OSS NNP www-sonatype-com-3567 249 14 Component Component NNP www-sonatype-com-3567 249 15 - - HYPH www-sonatype-com-3567 249 16 Based Based NNP www-sonatype-com-3567 249 17 Development Development NNP www-sonatype-com-3567 249 18 Practices Practices NNPS www-sonatype-com-3567 249 19 C C NNP www-sonatype-com-3567 249 20 H h NN www-sonatype-com-3567 249 21 A a NN www-sonatype-com-3567 249 22 P p NN www-sonatype-com-3567 249 23 T t NN www-sonatype-com-3567 249 24 E e NN www-sonatype-com-3567 249 25 R r NN www-sonatype-com-3567 249 26 4 4 CD www-sonatype-com-3567 249 27 : : : www-sonatype-com-3567 249 28 H h NN www-sonatype-com-3567 249 29 O o NN www-sonatype-com-3567 249 30 W w NN www-sonatype-com-3567 249 31 H h NN www-sonatype-com-3567 249 32 IG ig NN www-sonatype-com-3567 249 33 H h NN www-sonatype-com-3567 249 34 P p NN www-sonatype-com-3567 249 35 E e NN www-sonatype-com-3567 249 36 R r NN www-sonatype-com-3567 249 37 F f NN www-sonatype-com-3567 249 38 O o NN www-sonatype-com-3567 249 39 R r NN www-sonatype-com-3567 249 40 M m NN www-sonatype-com-3567 249 41 A A NNP www-sonatype-com-3567 249 42 N n NN www-sonatype-com-3567 249 43 C c NN www-sonatype-com-3567 249 44 E e NN www-sonatype-com-3567 249 45 T t NN www-sonatype-com-3567 249 46 E e NN www-sonatype-com-3567 249 47 A a NN www-sonatype-com-3567 249 48 M m NN www-sonatype-com-3567 249 49 S s NN www-sonatype-com-3567 249 50 M M NNP www-sonatype-com-3567 249 51 A A NNP www-sonatype-com-3567 249 52 N N NNP www-sonatype-com-3567 249 53 A a NN www-sonatype-com-3567 249 54 G g NN www-sonatype-com-3567 249 55 E e NN www-sonatype-com-3567 249 56 O o NN www-sonatype-com-3567 249 57 P p NN www-sonatype-com-3567 249 58 E e NN www-sonatype-com-3567 249 59 N n NN www-sonatype-com-3567 249 60 S s NN www-sonatype-com-3567 249 61 O o NN www-sonatype-com-3567 249 62 U u NN www-sonatype-com-3567 249 63 R r NN www-sonatype-com-3567 249 64 C c NN www-sonatype-com-3567 249 65 E e NN www-sonatype-com-3567 249 66 S s NN www-sonatype-com-3567 249 67 O o NN www-sonatype-com-3567 249 68 F f NN www-sonatype-com-3567 249 69 T t NN www-sonatype-com-3567 249 70 W w NN www-sonatype-com-3567 249 71 A a NN www-sonatype-com-3567 249 72 R r NN www-sonatype-com-3567 249 73 E e NN www-sonatype-com-3567 249 74 S s NN www-sonatype-com-3567 249 75 U u NN www-sonatype-com-3567 249 76 P p NN www-sonatype-com-3567 249 77 P p NN www-sonatype-com-3567 249 78 LY ly NN www-sonatype-com-3567 249 79 C c NN www-sonatype-com-3567 249 80 H h NN www-sonatype-com-3567 249 81 A a NN www-sonatype-com-3567 249 82 IN in NN www-sonatype-com-3567 249 83 212020 212020 CD www-sonatype-com-3567 249 84 STATE STATE NNP www-sonatype-com-3567 249 85 OF of IN www-sonatype-com-3567 249 86 THE the DT www-sonatype-com-3567 249 87 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 249 88 SUPPLY supply NN www-sonatype-com-3567 249 89 CHAIN CHAIN NNP www-sonatype-com-3567 249 90 REPORT REPORT NNP www-sonatype-com-3567 249 91 −4 −4 NNP www-sonatype-com-3567 249 92 −2−3 −2−3 NNP www-sonatype-com-3567 249 93 −1 −1 NNP www-sonatype-com-3567 249 94 0 0 CD www-sonatype-com-3567 249 95 21 21 CD www-sonatype-com-3567 249 96 43 43 CD www-sonatype-com-3567 249 97 −5 −5 CD www-sonatype-com-3567 249 98 −4 −4 CD www-sonatype-com-3567 249 99 −3 −3 NNP www-sonatype-com-3567 249 100 −2 −2 NNP www-sonatype-com-3567 249 101 −1 −1 NNP www-sonatype-com-3567 249 102 0 0 CD www-sonatype-com-3567 249 103 1 1 CD www-sonatype-com-3567 249 104 2 2 CD www-sonatype-com-3567 249 105 3 3 CD www-sonatype-com-3567 249 106 4 4 CD www-sonatype-com-3567 249 107 R r NN www-sonatype-com-3567 249 108 IS is IN www-sonatype-com-3567 249 109 K k NN www-sonatype-com-3567 249 110 M M NNP www-sonatype-com-3567 249 111 A A NNP www-sonatype-com-3567 249 112 N N NNP www-sonatype-com-3567 249 113 A a NN www-sonatype-com-3567 249 114 G g NN www-sonatype-com-3567 249 115 E e NN www-sonatype-com-3567 249 116 M m NN www-sonatype-com-3567 249 117 E e NN www-sonatype-com-3567 249 118 N n NN www-sonatype-com-3567 249 119 T t NN www-sonatype-com-3567 249 120 O o NN www-sonatype-com-3567 249 121 U u NN www-sonatype-com-3567 249 122 T t NN www-sonatype-com-3567 249 123 C c NN www-sonatype-com-3567 249 124 O o NN www-sonatype-com-3567 249 125 M m NN www-sonatype-com-3567 249 126 E e NN www-sonatype-com-3567 249 127 S S NNP www-sonatype-com-3567 249 128 LOW LOW NNP www-sonatype-com-3567 249 129 PERFORMERS performer NNS www-sonatype-com-3567 249 130 PRODUCTIVITY PRODUCTIVITY NNP www-sonatype-com-3567 249 131 FIRST first RB www-sonatype-com-3567 249 132 HIGH high JJ www-sonatype-com-3567 249 133 PERFORMERS performer NNS www-sonatype-com-3567 249 134 PRODUCTIVITY PRODUCTIVITY NNS www-sonatype-com-3567 249 135 OF of IN www-sonatype-com-3567 249 136 DEVELOPMENT development NN www-sonatype-com-3567 249 137 TEAMS team NNS www-sonatype-com-3567 249 138 SECURITY SECURITY NNP www-sonatype-com-3567 249 139 FIRST FIRST NNP www-sonatype-com-3567 249 140 Measuring Measuring NNP www-sonatype-com-3567 249 141 Risk Risk NNP www-sonatype-com-3567 249 142 Management Management NNP www-sonatype-com-3567 249 143 vs. vs. IN www-sonatype-com-3567 250 1 Productivity Productivity NNP www-sonatype-com-3567 250 2 Outcomes Outcomes NNPS www-sonatype-com-3567 250 3 FIGURE figure VBP www-sonatype-com-3567 250 4 4B 4b NN www-sonatype-com-3567 250 5 Measuring Measuring NNP www-sonatype-com-3567 250 6 Risk Risk NNP www-sonatype-com-3567 250 7 Management Management NNP www-sonatype-com-3567 250 8 vs. vs. IN www-sonatype-com-3567 251 1 Productivity Productivity NNP www-sonatype-com-3567 251 2 Outcomes Outcomes NNP www-sonatype-com-3567 251 3 ⊲ ⊲ CD www-sonatype-com-3567 251 4 High High NNP www-sonatype-com-3567 251 5 Performers Performers NNPS www-sonatype-com-3567 251 6 : : : www-sonatype-com-3567 251 7 high high JJ www-sonatype-com-3567 251 8 productivity productivity NN www-sonatype-com-3567 251 9 , , , www-sonatype-com-3567 251 10 great great JJ www-sonatype-com-3567 251 11 risk risk NN www-sonatype-com-3567 251 12 management management NN www-sonatype-com-3567 251 13 outcomes outcome NNS www-sonatype-com-3567 251 14 ( ( -LRB- www-sonatype-com-3567 251 15 N=151 n=151 NN www-sonatype-com-3567 251 16 ) ) -RRB- www-sonatype-com-3567 251 17 ⊲ ⊲ CD www-sonatype-com-3567 251 18 Low Low NNP www-sonatype-com-3567 251 19 Performers Performers NNPS www-sonatype-com-3567 251 20 : : : www-sonatype-com-3567 251 21 low low JJ www-sonatype-com-3567 251 22 productivity productivity NN www-sonatype-com-3567 251 23 , , , www-sonatype-com-3567 251 24 poor poor JJ www-sonatype-com-3567 251 25 risk risk NN www-sonatype-com-3567 251 26 management management NN www-sonatype-com-3567 251 27 outcomes outcome NNS www-sonatype-com-3567 251 28 ( ( -LRB- www-sonatype-com-3567 251 29 N=107 N=107 NNP www-sonatype-com-3567 251 30 ) ) -RRB- www-sonatype-com-3567 251 31 ⊲ ⊲ NNP www-sonatype-com-3567 251 32 Security Security NNP www-sonatype-com-3567 251 33 First first RB www-sonatype-com-3567 251 34 : : : www-sonatype-com-3567 251 35 low low JJ www-sonatype-com-3567 251 36 productivity productivity NN www-sonatype-com-3567 251 37 , , , www-sonatype-com-3567 251 38 great great JJ www-sonatype-com-3567 251 39 risk risk NN www-sonatype-com-3567 251 40 man- man- IN www-sonatype-com-3567 251 41 agement agement NN www-sonatype-com-3567 251 42 outcomes outcome NNS www-sonatype-com-3567 251 43 ( ( -LRB- www-sonatype-com-3567 251 44 N=167 N=167 NNP www-sonatype-com-3567 251 45 ) ) -RRB- www-sonatype-com-3567 251 46 ⊲ ⊲ CD www-sonatype-com-3567 251 47 Productivity Productivity NNP www-sonatype-com-3567 251 48 First first RB www-sonatype-com-3567 251 49 : : : www-sonatype-com-3567 251 50 high high JJ www-sonatype-com-3567 251 51 productivity productivity NN www-sonatype-com-3567 251 52 , , , www-sonatype-com-3567 251 53 poor poor JJ www-sonatype-com-3567 251 54 risk risk NN www-sonatype-com-3567 251 55 management management NN www-sonatype-com-3567 251 56 outcomes outcome NNS www-sonatype-com-3567 251 57 ( ( -LRB- www-sonatype-com-3567 251 58 N=103 n=103 LS www-sonatype-com-3567 251 59 ) ) -RRB- www-sonatype-com-3567 251 60 We -PRON- PRP www-sonatype-com-3567 251 61 can can MD www-sonatype-com-3567 251 62 quickly quickly RB www-sonatype-com-3567 251 63 see see VB www-sonatype-com-3567 251 64 the the DT www-sonatype-com-3567 251 65 different different JJ www-sonatype-com-3567 251 66 characteristics characteristic NNS www-sonatype-com-3567 251 67 of of IN www-sonatype-com-3567 251 68 the the DT www-sonatype-com-3567 251 69 four four CD www-sonatype-com-3567 251 70 clusters cluster NNS www-sonatype-com-3567 251 71 by by IN www-sonatype-com-3567 251 72 projecting project VBG www-sonatype-com-3567 251 73 them -PRON- PRP www-sonatype-com-3567 251 74 onto onto IN www-sonatype-com-3567 251 75 a a DT www-sonatype-com-3567 251 76 quad- quad- JJ www-sonatype-com-3567 251 77 rant rant NN www-sonatype-com-3567 251 78 — — : www-sonatype-com-3567 251 79   _SP www-sonatype-com-3567 251 80 on on IN www-sonatype-com-3567 251 81 one one CD www-sonatype-com-3567 251 82 axis axi NNS www-sonatype-com-3567 251 83 are be VBP www-sonatype-com-3567 251 84 all all PDT www-sonatype-com-3567 251 85 the the DT www-sonatype-com-3567 251 86 productivity productivity NN www-sonatype-com-3567 251 87 - - HYPH www-sonatype-com-3567 251 88 related relate VBN www-sonatype-com-3567 251 89 outcomes outcome NNS www-sonatype-com-3567 251 90 combined combine VBN www-sonatype-com-3567 251 91 into into IN www-sonatype-com-3567 251 92 a a DT www-sonatype-com-3567 251 93 single single JJ www-sonatype-com-3567 251 94 dimension dimension NN www-sonatype-com-3567 251 95 , , , www-sonatype-com-3567 251 96 and and CC www-sonatype-com-3567 251 97 on on IN www-sonatype-com-3567 251 98 the the DT www-sonatype-com-3567 251 99 other other JJ www-sonatype-com-3567 251 100 are be VBP www-sonatype-com-3567 251 101 the the DT www-sonatype-com-3567 251 102 risk risk NN www-sonatype-com-3567 251 103 management management NN www-sonatype-com-3567 251 104 outcomes outcome NNS www-sonatype-com-3567 251 105 combined combine VBN www-sonatype-com-3567 251 106 into into IN www-sonatype-com-3567 251 107 a a DT www-sonatype-com-3567 251 108 single single JJ www-sonatype-com-3567 251 109 dimension dimension NN www-sonatype-com-3567 251 110 ( ( -LRB- www-sonatype-com-3567 251 111 both both DT www-sonatype-com-3567 251 112 using use VBG www-sonatype-com-3567 251 113 principal principal JJ www-sonatype-com-3567 251 114 components component NNS www-sonatype-com-3567 251 115 analysis analysis NN www-sonatype-com-3567 251 116 ) ) -RRB- www-sonatype-com-3567 251 117 . . . www-sonatype-com-3567 252 1 The the DT www-sonatype-com-3567 252 2 resulting result VBG www-sonatype-com-3567 252 3 graph graph NN www-sonatype-com-3567 252 4 ( ( -LRB- www-sonatype-com-3567 252 5 FIGURE FIGURE NNP www-sonatype-com-3567 252 6 4B 4b NN www-sonatype-com-3567 252 7 ) ) -RRB- www-sonatype-com-3567 252 8 identifies identify VBZ www-sonatype-com-3567 252 9 a a DT www-sonatype-com-3567 252 10 High High NNP www-sonatype-com-3567 252 11 Performers Performers NNP www-sonatype-com-3567 252 12 cluster cluster NN www-sonatype-com-3567 252 13 ( ( -LRB- www-sonatype-com-3567 252 14 purple purple JJ www-sonatype-com-3567 252 15 , , , www-sonatype-com-3567 252 16 upper upper JJ www-sonatype-com-3567 252 17 right right NN www-sonatype-com-3567 252 18 ) ) -RRB- www-sonatype-com-3567 252 19 who who WP www-sonatype-com-3567 252 20 demonstrate demonstrate VBP www-sonatype-com-3567 252 21 superior superior JJ www-sonatype-com-3567 252 22 risk risk NN www-sonatype-com-3567 252 23 management management NN www-sonatype-com-3567 252 24 outcomes outcome NNS www-sonatype-com-3567 252 25 while while IN www-sonatype-com-3567 252 26 maintaining maintain VBG www-sonatype-com-3567 252 27 high high JJ www-sonatype-com-3567 252 28 levels level NNS www-sonatype-com-3567 252 29 of of IN www-sonatype-com-3567 252 30 productivity productivity NN www-sonatype-com-3567 252 31 . . . www-sonatype-com-3567 253 1 The the DT www-sonatype-com-3567 253 2 Low Low NNP www-sonatype-com-3567 253 3 Performers Performers NNPS www-sonatype-com-3567 253 4 cluster cluster NN www-sonatype-com-3567 253 5 ( ( -LRB- www-sonatype-com-3567 253 6 red red NN www-sonatype-com-3567 253 7 , , , www-sonatype-com-3567 253 8 lower lower RBR www-sonatype-com-3567 253 9 left left JJ www-sonatype-com-3567 253 10 ) ) -RRB- www-sonatype-com-3567 253 11 identifies identify VBZ www-sonatype-com-3567 253 12 the the DT www-sonatype-com-3567 253 13 opposite opposite JJ www-sonatype-com-3567 253 14 pattern pattern NN www-sonatype-com-3567 253 15 : : : www-sonatype-com-3567 253 16 demonstrating demonstrate VBG www-sonatype-com-3567 253 17 substandard substandard JJ www-sonatype-com-3567 253 18 risk risk NN www-sonatype-com-3567 253 19 management management NN www-sonatype-com-3567 253 20 outcomes outcome NNS www-sonatype-com-3567 253 21 and and CC www-sonatype-com-3567 253 22 low low JJ www-sonatype-com-3567 253 23 levels level NNS www-sonatype-com-3567 253 24 of of IN www-sonatype-com-3567 253 25 productivity productivity NN www-sonatype-com-3567 253 26 . . . www-sonatype-com-3567 254 1 The the DT www-sonatype-com-3567 254 2 Security Security NNP www-sonatype-com-3567 254 3 First First NNP www-sonatype-com-3567 254 4 cluster cluster NN www-sonatype-com-3567 254 5 has have VBZ www-sonatype-com-3567 254 6 high high JJ www-sonatype-com-3567 254 7 security security NN www-sonatype-com-3567 254 8 outcomes outcome NNS www-sonatype-com-3567 254 9 , , , www-sonatype-com-3567 254 10 but but CC www-sonatype-com-3567 254 11 low low JJ www-sonatype-com-3567 254 12 productivity productivity NN www-sonatype-com-3567 254 13 , , , www-sonatype-com-3567 254 14 and and CC www-sonatype-com-3567 254 15 the the DT www-sonatype-com-3567 254 16 Productivity Productivity NNP www-sonatype-com-3567 254 17 First first RB www-sonatype-com-3567 254 18 has have VBZ www-sonatype-com-3567 254 19 high high JJ www-sonatype-com-3567 254 20 productivity productivity NN www-sonatype-com-3567 254 21 , , , www-sonatype-com-3567 254 22 but but CC www-sonatype-com-3567 254 23 poor poor JJ www-sonatype-com-3567 254 24 security security NN www-sonatype-com-3567 254 25 outcomes outcome NNS www-sonatype-com-3567 254 26 . . . www-sonatype-com-3567 255 1 It -PRON- PRP www-sonatype-com-3567 255 2 is be VBZ www-sonatype-com-3567 255 3 important important JJ www-sonatype-com-3567 255 4 to to TO www-sonatype-com-3567 255 5 note note VB www-sonatype-com-3567 255 6 that that IN www-sonatype-com-3567 255 7 the the DT www-sonatype-com-3567 255 8 High High NNP www-sonatype-com-3567 255 9 Performers Performers NNPS www-sonatype-com-3567 255 10 achieved achieve VBD www-sonatype-com-3567 255 11 even even RB www-sonatype-com-3567 255 12 higher high JJR www-sonatype-com-3567 255 13 average average JJ www-sonatype-com-3567 255 14 productivity productivity NN www-sonatype-com-3567 255 15 levels level NNS www-sonatype-com-3567 255 16 than than IN www-sonatype-com-3567 255 17 the the DT www-sonatype-com-3567 255 18 Productivity Productivity NNP www-sonatype-com-3567 255 19 First First NNP www-sonatype-com-3567 255 20 cluster cluster NN www-sonatype-com-3567 255 21 . . . www-sonatype-com-3567 256 1 As as IN www-sonatype-com-3567 256 2 seen see VBN www-sonatype-com-3567 256 3 in in IN www-sonatype-com-3567 256 4 FIGURE FIGURE NNP www-sonatype-com-3567 256 5 4B 4b NN www-sonatype-com-3567 256 6 , , , www-sonatype-com-3567 256 7 the the DT www-sonatype-com-3567 256 8 High High NNP www-sonatype-com-3567 256 9 Performers Performers NNPS www-sonatype-com-3567 256 10 are be VBP www-sonatype-com-3567 256 11 tightly tightly RB www-sonatype-com-3567 256 12 clustered cluster VBN www-sonatype-com-3567 256 13 in in IN www-sonatype-com-3567 256 14 the the DT www-sonatype-com-3567 256 15 upper upper JJ www-sonatype-com-3567 256 16 right right JJ www-sonatype-com-3567 256 17 quadrant quadrant NN www-sonatype-com-3567 256 18 , , , www-sonatype-com-3567 256 19 while while IN www-sonatype-com-3567 256 20 the the DT www-sonatype-com-3567 256 21 Productivity Productivity NNP www-sonatype-com-3567 256 22 First First NNP www-sonatype-com-3567 256 23 group group NN www-sonatype-com-3567 256 24 is be VBZ www-sonatype-com-3567 256 25 more more RBR www-sonatype-com-3567 256 26 distributed distribute VBN www-sonatype-com-3567 256 27 across across IN www-sonatype-com-3567 256 28 the the DT www-sonatype-com-3567 256 29 bottom bottom NN www-sonatype-com-3567 256 30 left- left- NN www-sonatype-com-3567 256 31 and and CC www-sonatype-com-3567 256 32 right right JJ www-sonatype-com-3567 256 33 - - HYPH www-sonatype-com-3567 256 34 quadrants quadrant NNS www-sonatype-com-3567 256 35 . . . www-sonatype-com-3567 257 1 C c NN www-sonatype-com-3567 257 2 H h NN www-sonatype-com-3567 257 3 A a NN www-sonatype-com-3567 257 4 P p NN www-sonatype-com-3567 257 5 T t NN www-sonatype-com-3567 257 6 E e NN www-sonatype-com-3567 257 7 R r NN www-sonatype-com-3567 257 8 4 4 CD www-sonatype-com-3567 257 9 : : : www-sonatype-com-3567 257 10 H h NN www-sonatype-com-3567 257 11 O o NN www-sonatype-com-3567 257 12 W w NN www-sonatype-com-3567 257 13 H h NN www-sonatype-com-3567 257 14 IG ig NN www-sonatype-com-3567 257 15 H h NN www-sonatype-com-3567 257 16 P p NN www-sonatype-com-3567 257 17 E e NN www-sonatype-com-3567 257 18 R r NN www-sonatype-com-3567 257 19 F f NN www-sonatype-com-3567 257 20 O o NN www-sonatype-com-3567 257 21 R r NN www-sonatype-com-3567 257 22 M m NN www-sonatype-com-3567 257 23 A A NNP www-sonatype-com-3567 257 24 N n NN www-sonatype-com-3567 257 25 C c NN www-sonatype-com-3567 257 26 E e NN www-sonatype-com-3567 257 27 T t NN www-sonatype-com-3567 257 28 E e NN www-sonatype-com-3567 257 29 A a NN www-sonatype-com-3567 257 30 M m NN www-sonatype-com-3567 257 31 S s NN www-sonatype-com-3567 257 32 M M NNP www-sonatype-com-3567 257 33 A A NNP www-sonatype-com-3567 257 34 N N NNP www-sonatype-com-3567 257 35 A a NN www-sonatype-com-3567 257 36 G g NN www-sonatype-com-3567 257 37 E e NN www-sonatype-com-3567 257 38 O o NN www-sonatype-com-3567 257 39 P p NN www-sonatype-com-3567 257 40 E e NN www-sonatype-com-3567 257 41 N n NN www-sonatype-com-3567 257 42 S s NN www-sonatype-com-3567 257 43 O o NN www-sonatype-com-3567 257 44 U u NN www-sonatype-com-3567 257 45 R r NN www-sonatype-com-3567 257 46 C c NN www-sonatype-com-3567 257 47 E e NN www-sonatype-com-3567 257 48 S s NN www-sonatype-com-3567 257 49 O o NN www-sonatype-com-3567 257 50 F f NN www-sonatype-com-3567 257 51 T t NN www-sonatype-com-3567 257 52 W w NN www-sonatype-com-3567 257 53 A a NN www-sonatype-com-3567 257 54 R r NN www-sonatype-com-3567 257 55 E e NN www-sonatype-com-3567 257 56 S s NN www-sonatype-com-3567 257 57 U u NN www-sonatype-com-3567 257 58 P p NN www-sonatype-com-3567 257 59 P p NN www-sonatype-com-3567 257 60 LY ly NN www-sonatype-com-3567 257 61 C c NN www-sonatype-com-3567 257 62 H h NN www-sonatype-com-3567 257 63 A a NN www-sonatype-com-3567 257 64 IN in NN www-sonatype-com-3567 257 65 222020 222020 CD www-sonatype-com-3567 257 66 STATE STATE NNP www-sonatype-com-3567 257 67 OF of IN www-sonatype-com-3567 257 68 THE the DT www-sonatype-com-3567 257 69 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 257 70 SUPPLY supply NN www-sonatype-com-3567 257 71 CHAIN chain NN www-sonatype-com-3567 257 72 REPORT REPORT NNP www-sonatype-com-3567 257 73 Comparing compare VBG www-sonatype-com-3567 257 74 High High NNP www-sonatype-com-3567 257 75 Performers Performers NNPS www-sonatype-com-3567 257 76 vs. vs. IN www-sonatype-com-3567 257 77 Low Low NNP www-sonatype-com-3567 257 78 Performers performer NNS www-sonatype-com-3567 257 79 The the DT www-sonatype-com-3567 257 80 tables table NNS www-sonatype-com-3567 257 81 on on IN www-sonatype-com-3567 257 82 the the DT www-sonatype-com-3567 257 83 following follow VBG www-sonatype-com-3567 257 84 pages page NNS www-sonatype-com-3567 257 85 show show VBP www-sonatype-com-3567 257 86 how how WRB www-sonatype-com-3567 257 87 decisively decisively RB www-sonatype-com-3567 257 88 the the DT www-sonatype-com-3567 257 89 High High NNP www-sonatype-com-3567 257 90 Performers Performers NNPS www-sonatype-com-3567 257 91 outperform outperform NN www-sonatype-com-3567 257 92 the the DT www-sonatype-com-3567 257 93 low low JJ www-sonatype-com-3567 257 94 performers performer NNS www-sonatype-com-3567 257 95 in in IN www-sonatype-com-3567 257 96 software software NN www-sonatype-com-3567 257 97 delivery delivery NN www-sonatype-com-3567 257 98 and and CC www-sonatype-com-3567 257 99 security security NN www-sonatype-com-3567 257 100 — — : www-sonatype-com-3567 257 101   _SP www-sonatype-com-3567 257 102 they -PRON- PRP www-sonatype-com-3567 257 103 deploy deploy VBP www-sonatype-com-3567 257 104 more more RBR www-sonatype-com-3567 257 105 frequently frequently RB www-sonatype-com-3567 257 106 , , , www-sonatype-com-3567 257 107 they -PRON- PRP www-sonatype-com-3567 257 108 detect detect VBP www-sonatype-com-3567 257 109 and and CC www-sonatype-com-3567 257 110 remediate remediate VBP www-sonatype-com-3567 257 111 vulnerable vulnerable JJ www-sonatype-com-3567 257 112 OSS oss NN www-sonatype-com-3567 257 113 components component NNS www-sonatype-com-3567 257 114 more more RBR www-sonatype-com-3567 257 115 quickly quickly RB www-sonatype-com-3567 257 116 , , , www-sonatype-com-3567 257 117 onboard onboard NNP www-sonatype-com-3567 257 118 developers developer NNS www-sonatype-com-3567 257 119 onto onto IN www-sonatype-com-3567 257 120 new new JJ www-sonatype-com-3567 257 121 teams team NNS www-sonatype-com-3567 257 122 more more RBR www-sonatype-com-3567 257 123 quickly quickly RB www-sonatype-com-3567 257 124 , , , www-sonatype-com-3567 257 125 and and CC www-sonatype-com-3567 257 126 approve approve VB www-sonatype-com-3567 257 127 new new JJ www-sonatype-com-3567 257 128 OSS OSS NNP www-sonatype-com-3567 257 129 components component NNS www-sonatype-com-3567 257 130 for for IN www-sonatype-com-3567 257 131 use use NN www-sonatype-com-3567 257 132 more more RBR www-sonatype-com-3567 257 133 quickly quickly RB www-sonatype-com-3567 257 134 . . . www-sonatype-com-3567 258 1 Furthermore furthermore RB www-sonatype-com-3567 258 2 , , , www-sonatype-com-3567 258 3 High high JJ www-sonatype-com-3567 258 4 Performers performer NNS www-sonatype-com-3567 258 5 are be VBP www-sonatype-com-3567 258 6 more more RBR www-sonatype-com-3567 258 7 confident confident JJ www-sonatype-com-3567 258 8 about about IN www-sonatype-com-3567 258 9 the the DT www-sonatype-com-3567 258 10 compliance compliance NN www-sonatype-com-3567 258 11 and and CC www-sonatype-com-3567 258 12 security security NN www-sonatype-com-3567 258 13 of of IN www-sonatype-com-3567 258 14 their -PRON- PRP$ www-sonatype-com-3567 258 15 OSS oss NN www-sonatype-com-3567 258 16 components component NNS www-sonatype-com-3567 258 17 , , , www-sonatype-com-3567 258 18 and and CC www-sonatype-com-3567 258 19 have have VBP www-sonatype-com-3567 258 20 fewer few JJR www-sonatype-com-3567 258 21 problems problem NNS www-sonatype-com-3567 258 22 updating update VBG www-sonatype-com-3567 258 23 their -PRON- PRP$ www-sonatype-com-3567 258 24 OSS oss NN www-sonatype-com-3567 258 25 components component NNS www-sonatype-com-3567 258 26 . . . www-sonatype-com-3567 259 1 Compared compare VBN www-sonatype-com-3567 259 2 to to IN www-sonatype-com-3567 259 3 Low Low NNP www-sonatype-com-3567 259 4 Performers Performers NNPS www-sonatype-com-3567 259 5 , , , www-sonatype-com-3567 259 6 High High NNP www-sonatype-com-3567 259 7 Performers performer NNS www-sonatype-com-3567 259 8 are be VBP www-sonatype-com-3567 259 9 . . . www-sonatype-com-3567 260 1 ⊲ ⊲ RBR www-sonatype-com-3567 260 2 4.9x 4.9x RB www-sonatype-com-3567 260 3 less less RBR www-sonatype-com-3567 260 4 likely likely JJ www-sonatype-com-3567 260 5 to to TO www-sonatype-com-3567 260 6 have have VB www-sonatype-com-3567 260 7 dependencies dependency NNS www-sonatype-com-3567 260 8 break break VB www-sonatype-com-3567 260 9 application application NN www-sonatype-com-3567 260 10 functionality functionality NN www-sonatype-com-3567 260 11 ⊲ ⊲ SYM www-sonatype-com-3567 260 12 3.8x 3.8x CD www-sonatype-com-3567 260 13 more more RBR www-sonatype-com-3567 260 14 likely likely JJ www-sonatype-com-3567 260 15 to to TO www-sonatype-com-3567 260 16 describe describe VB www-sonatype-com-3567 260 17 updating update VBG www-sonatype-com-3567 260 18 dependen- dependen- JJ www-sonatype-com-3567 260 19 cies cie NNS www-sonatype-com-3567 260 20 as as IN www-sonatype-com-3567 260 21 easy easy JJ www-sonatype-com-3567 260 22 ( ( -LRB- www-sonatype-com-3567 260 23 i.e. i.e. FW www-sonatype-com-3567 260 24 , , , www-sonatype-com-3567 260 25 not not RB www-sonatype-com-3567 260 26 painful painful JJ www-sonatype-com-3567 260 27 ) ) -RRB- www-sonatype-com-3567 260 28 ⊲ ⊲ CD www-sonatype-com-3567 260 29 33x 33x NNS www-sonatype-com-3567 260 30 more more RBR www-sonatype-com-3567 260 31 likely likely JJ www-sonatype-com-3567 260 32 to to TO www-sonatype-com-3567 260 33 be be VB www-sonatype-com-3567 260 34 confident confident JJ www-sonatype-com-3567 260 35 that that IN www-sonatype-com-3567 260 36 OSS oss NN www-sonatype-com-3567 260 37 depen- depen- NN www-sonatype-com-3567 260 38 dencies dencie NNS www-sonatype-com-3567 260 39 are be VBP www-sonatype-com-3567 260 40 secure secure JJ www-sonatype-com-3567 260 41 ( ( -LRB- www-sonatype-com-3567 260 42 i.e. i.e. FW www-sonatype-com-3567 260 43 , , , www-sonatype-com-3567 260 44 no no DT www-sonatype-com-3567 260 45 known known JJ www-sonatype-com-3567 260 46 vulnerabilities vulnerability NNS www-sonatype-com-3567 260 47 ) ) -RRB- www-sonatype-com-3567 260 48 ⊲ ⊲ NFP www-sonatype-com-3567 260 49 4.6x 4.6x NN www-sonatype-com-3567 260 50 more more RBR www-sonatype-com-3567 260 51 likely likely JJ www-sonatype-com-3567 260 52 to to TO www-sonatype-com-3567 260 53 be be VB www-sonatype-com-3567 260 54 confident confident JJ www-sonatype-com-3567 260 55 that that IN www-sonatype-com-3567 260 56 OSS OSS NNP www-sonatype-com-3567 260 57 licenses license NNS www-sonatype-com-3567 260 58 of of IN www-sonatype-com-3567 260 59 dependencies dependency NNS www-sonatype-com-3567 260 60 are be VBP www-sonatype-com-3567 260 61 compliant compliant JJ www-sonatype-com-3567 260 62 with with IN www-sonatype-com-3567 260 63 internal internal JJ www-sonatype-com-3567 260 64 requirements requirement NNS www-sonatype-com-3567 260 65 ⊲ ⊲ SYM www-sonatype-com-3567 260 66 2.1x 2.1x CD www-sonatype-com-3567 260 67 more more RBR www-sonatype-com-3567 260 68 likely likely JJ www-sonatype-com-3567 260 69 to to TO www-sonatype-com-3567 260 70 have have VB www-sonatype-com-3567 260 71 access access NN www-sonatype-com-3567 260 72 to to IN www-sonatype-com-3567 260 73 newer new JJR www-sonatype-com-3567 260 74 OSS OSS NNP www-sonatype-com-3567 260 75 component component NN www-sonatype-com-3567 260 76 versions version NNS www-sonatype-com-3567 260 77 where where WRB www-sonatype-com-3567 260 78 prior prior JJ www-sonatype-com-3567 260 79 defects defect NNS www-sonatype-com-3567 260 80 have have VBP www-sonatype-com-3567 260 81 been be VBN www-sonatype-com-3567 260 82 fixed fix VBN www-sonatype-com-3567 260 83 ⊲ ⊲ SYM www-sonatype-com-3567 260 84 1.5x 1.5x CD www-sonatype-com-3567 260 85 more more RBR www-sonatype-com-3567 260 86 likely likely JJ www-sonatype-com-3567 260 87 for for IN www-sonatype-com-3567 260 88 employees employee NNS www-sonatype-com-3567 260 89 to to TO www-sonatype-com-3567 260 90 recommend recommend VB www-sonatype-com-3567 260 91 their -PRON- PRP$ www-sonatype-com-3567 260 92 organizations organization NNS www-sonatype-com-3567 260 93 as as IN www-sonatype-com-3567 260 94 a a DT www-sonatype-com-3567 260 95 great great JJ www-sonatype-com-3567 260 96 place place NN www-sonatype-com-3567 260 97 to to TO www-sonatype-com-3567 260 98 work work VB www-sonatype-com-3567 260 99 Comparing compare VBG www-sonatype-com-3567 260 100 High High NNP www-sonatype-com-3567 260 101 Performers Performers NNPS www-sonatype-com-3567 260 102 vs. vs. IN www-sonatype-com-3567 260 103 Security Security NNP www-sonatype-com-3567 260 104 First first RB www-sonatype-com-3567 260 105 Many many JJ www-sonatype-com-3567 260 106 have have VBP www-sonatype-com-3567 260 107 argued argue VBN www-sonatype-com-3567 260 108 that that IN www-sonatype-com-3567 260 109 effective effective JJ www-sonatype-com-3567 260 110 risk risk NN www-sonatype-com-3567 260 111 management management NN www-sonatype-com-3567 260 112 practices practice NNS www-sonatype-com-3567 260 113 are be VBP www-sonatype-com-3567 260 114 always always RB www-sonatype-com-3567 260 115 at at IN www-sonatype-com-3567 260 116 the the DT www-sonatype-com-3567 260 117 expense expense NN www-sonatype-com-3567 260 118 of of IN www-sonatype-com-3567 260 119 developer developer NN www-sonatype-com-3567 260 120 productivity productivity NN www-sonatype-com-3567 260 121 , , , www-sonatype-com-3567 260 122 ( ( -LRB- www-sonatype-com-3567 260 123 i.e. i.e. FW www-sonatype-com-3567 260 124 , , , www-sonatype-com-3567 260 125 “ " `` www-sonatype-com-3567 260 126 better well JJR www-sonatype-com-3567 260 127 security security NN www-sonatype-com-3567 260 128 slows slow VBZ www-sonatype-com-3567 260 129 down down IN www-sonatype-com-3567 260 130 development development NN www-sonatype-com-3567 260 131 ” " '' www-sonatype-com-3567 260 132 ) ) -RRB- www-sonatype-com-3567 260 133 . . . www-sonatype-com-3567 261 1 We -PRON- PRP www-sonatype-com-3567 261 2 can can MD www-sonatype-com-3567 261 3 see see VB www-sonatype-com-3567 261 4 these these DT www-sonatype-com-3567 261 5 outcomes outcome NNS www-sonatype-com-3567 261 6 in in IN www-sonatype-com-3567 261 7 FIGURE FIGURE NNP www-sonatype-com-3567 261 8 4C 4c NN www-sonatype-com-3567 261 9 the the DT www-sonatype-com-3567 261 10 Security Security NNP www-sonatype-com-3567 261 11 - - HYPH www-sonatype-com-3567 261 12 First First NNP www-sonatype-com-3567 261 13 cluster cluster NN www-sonatype-com-3567 261 14 ( ( -LRB- www-sonatype-com-3567 261 15 green green JJ www-sonatype-com-3567 261 16 , , , www-sonatype-com-3567 261 17 upper upper JJ www-sonatype-com-3567 261 18 left left NN www-sonatype-com-3567 261 19 ) ) -RRB- www-sonatype-com-3567 261 20 that that WDT www-sonatype-com-3567 261 21 seemed seem VBD www-sonatype-com-3567 261 22 to to TO www-sonatype-com-3567 261 23 be be VB www-sonatype-com-3567 261 24 achieving achieve VBG www-sonatype-com-3567 261 25 good good JJ www-sonatype-com-3567 261 26 security security NN www-sonatype-com-3567 261 27 outcomes outcome NNS www-sonatype-com-3567 261 28 in in IN www-sonatype-com-3567 261 29 a a DT www-sonatype-com-3567 261 30 way way NN www-sonatype-com-3567 261 31 that that WDT www-sonatype-com-3567 261 32 impeded impede VBD www-sonatype-com-3567 261 33 developer developer NN www-sonatype-com-3567 261 34 productivity productivity NN www-sonatype-com-3567 261 35 . . . www-sonatype-com-3567 262 1 By by IN www-sonatype-com-3567 262 2 comparison comparison NN www-sonatype-com-3567 262 3 , , , www-sonatype-com-3567 262 4 the the DT www-sonatype-com-3567 262 5 High High NNP www-sonatype-com-3567 262 6 Performer Performer NNP www-sonatype-com-3567 262 7 cluster cluster NN www-sonatype-com-3567 262 8 shows show VBZ www-sonatype-com-3567 262 9 high high JJ www-sonatype-com-3567 262 10 productivity productivity NN www-sonatype-com-3567 262 11 and and CC www-sonatype-com-3567 262 12 superior superior JJ www-sonatype-com-3567 262 13 risk risk NN www-sonatype-com-3567 262 14 management management NN www-sonatype-com-3567 262 15 outcomes outcome NNS www-sonatype-com-3567 262 16 can can MD www-sonatype-com-3567 262 17 be be VB www-sonatype-com-3567 262 18 achieved achieve VBN www-sonatype-com-3567 262 19 simultaneously simultaneously RB www-sonatype-com-3567 262 20 . . . www-sonatype-com-3567 263 1 To to TO www-sonatype-com-3567 263 2 better well RBR www-sonatype-com-3567 263 3 understand understand VB www-sonatype-com-3567 263 4 these these DT www-sonatype-com-3567 263 5 differences difference NNS www-sonatype-com-3567 263 6 , , , www-sonatype-com-3567 263 7 we -PRON- PRP www-sonatype-com-3567 263 8 exam- exam- VBD www-sonatype-com-3567 263 9 ined ine VBD www-sonatype-com-3567 263 10 what what WDT www-sonatype-com-3567 263 11 practices practice NNS www-sonatype-com-3567 263 12 separate separate VBP www-sonatype-com-3567 263 13 the the DT www-sonatype-com-3567 263 14 High High NNP www-sonatype-com-3567 263 15 Performers Performers NNPS www-sonatype-com-3567 263 16 from from IN www-sonatype-com-3567 263 17 this this DT www-sonatype-com-3567 263 18 Security Security NNP www-sonatype-com-3567 263 19 - - HYPH www-sonatype-com-3567 263 20 First First NNP www-sonatype-com-3567 263 21 cluster cluster NN www-sonatype-com-3567 263 22 . . . www-sonatype-com-3567 264 1 It -PRON- PRP www-sonatype-com-3567 264 2 turns turn VBZ www-sonatype-com-3567 264 3 out out RP www-sonatype-com-3567 264 4 that that IN www-sonatype-com-3567 264 5 High High NNP www-sonatype-com-3567 264 6 Performers Performers NNPS www-sonatype-com-3567 264 7 tend tend VBP www-sonatype-com-3567 264 8 to to TO www-sonatype-com-3567 264 9 have have VB www-sonatype-com-3567 264 10 a a DT www-sonatype-com-3567 264 11 governance governance NN www-sonatype-com-3567 264 12 structure structure NN www-sonatype-com-3567 264 13 that that WDT www-sonatype-com-3567 264 14 relies rely VBZ www-sonatype-com-3567 264 15 much much RB www-sonatype-com-3567 264 16 more more RBR www-sonatype-com-3567 264 17 heavily heavily RB www-sonatype-com-3567 264 18 on on IN www-sonatype-com-3567 264 19 automated automate VBN www-sonatype-com-3567 264 20 tooling tooling NN www-sonatype-com-3567 264 21 . . . www-sonatype-com-3567 265 1 Compared compare VBN www-sonatype-com-3567 265 2 to to IN www-sonatype-com-3567 265 3 the the DT www-sonatype-com-3567 265 4 Security Security NNP www-sonatype-com-3567 265 5 - - HYPH www-sonatype-com-3567 265 6 First First NNP www-sonatype-com-3567 265 7 group group NN www-sonatype-com-3567 265 8 , , , www-sonatype-com-3567 265 9 the the DT www-sonatype-com-3567 265 10 High High NNP www-sonatype-com-3567 265 11 Performers Performers NNPS www-sonatype-com-3567 265 12 were be VBD www-sonatype-com-3567 265 13 : : : www-sonatype-com-3567 265 14 ⊲ ⊲ NFP www-sonatype-com-3567 265 15 77 77 CD www-sonatype-com-3567 265 16 % % NN www-sonatype-com-3567 265 17 more more RBR www-sonatype-com-3567 265 18 likely likely JJ www-sonatype-com-3567 265 19 to to TO www-sonatype-com-3567 265 20 automate automate VB www-sonatype-com-3567 265 21 approval approval NN www-sonatype-com-3567 265 22 , , , www-sonatype-com-3567 265 23 manage- manage- NNP www-sonatype-com-3567 265 24 ment ment JJ www-sonatype-com-3567 265 25 , , , www-sonatype-com-3567 265 26 and and CC www-sonatype-com-3567 265 27 analysis analysis NN www-sonatype-com-3567 265 28 of of IN www-sonatype-com-3567 265 29 dependencies dependency NNS www-sonatype-com-3567 265 30 ⊲ ⊲ SYM www-sonatype-com-3567 265 31 59 59 CD www-sonatype-com-3567 265 32 % % NN www-sonatype-com-3567 265 33 more more RBR www-sonatype-com-3567 265 34 likely likely JJ www-sonatype-com-3567 265 35 to to TO www-sonatype-com-3567 265 36 be be VB www-sonatype-com-3567 265 37 using use VBG www-sonatype-com-3567 265 38 software software NN www-sonatype-com-3567 265 39 composition composition NN www-sonatype-com-3567 265 40 analysis analysis NN www-sonatype-com-3567 265 41 ( ( -LRB- www-sonatype-com-3567 265 42 SCA SCA NNP www-sonatype-com-3567 265 43 ) ) -RRB- www-sonatype-com-3567 265 44 tools tool NNS www-sonatype-com-3567 265 45 ⊲ ⊲ SYM www-sonatype-com-3567 265 46 28 28 CD www-sonatype-com-3567 265 47 % % NN www-sonatype-com-3567 265 48 more more RBR www-sonatype-com-3567 265 49 likely likely JJ www-sonatype-com-3567 265 50 to to TO www-sonatype-com-3567 265 51 enforce enforce VB www-sonatype-com-3567 265 52 governance governance NN www-sonatype-com-3567 265 53 policies policy NNS www-sonatype-com-3567 265 54 in in IN www-sonatype-com-3567 265 55 Continuous Continuous NNP www-sonatype-com-3567 265 56 Integration Integration NNP www-sonatype-com-3567 265 57 ( ( -LRB- www-sonatype-com-3567 265 58 CI CI NNP www-sonatype-com-3567 265 59 ) ) -RRB- www-sonatype-com-3567 265 60 ⊲ ⊲ NFP www-sonatype-com-3567 265 61 56 56 CD www-sonatype-com-3567 265 62 % % NN www-sonatype-com-3567 265 63 more more RBR www-sonatype-com-3567 265 64 likely likely JJ www-sonatype-com-3567 265 65 to to TO www-sonatype-com-3567 265 66 have have VB www-sonatype-com-3567 265 67 centrally centrally RB www-sonatype-com-3567 265 68 - - HYPH www-sonatype-com-3567 265 69 managed manage VBN www-sonatype-com-3567 265 70 CI CI NNP www-sonatype-com-3567 265 71 infrastructure infrastructure NN www-sonatype-com-3567 265 72 ⊲ ⊲ CD www-sonatype-com-3567 265 73 51 51 CD www-sonatype-com-3567 265 74 % % NN www-sonatype-com-3567 265 75 more more RBR www-sonatype-com-3567 265 76 likely likely JJ www-sonatype-com-3567 265 77 to to TO www-sonatype-com-3567 265 78 maintain maintain VB www-sonatype-com-3567 265 79 a a DT www-sonatype-com-3567 265 80 centralized centralized JJ www-sonatype-com-3567 265 81 record record NN www-sonatype-com-3567 265 82 of of IN www-sonatype-com-3567 265 83 all all DT www-sonatype-com-3567 265 84 deployed deploy VBN www-sonatype-com-3567 265 85 artifacts artifact NNS www-sonatype-com-3567 265 86 , , , www-sonatype-com-3567 265 87 supporting support VBG www-sonatype-com-3567 265 88 the the DT www-sonatype-com-3567 265 89 collection collection NN www-sonatype-com-3567 265 90 of of IN www-sonatype-com-3567 265 91 a a DT www-sonatype-com-3567 265 92 Software Software NNP www-sonatype-com-3567 265 93 Bill Bill NNP www-sonatype-com-3567 265 94 of of IN www-sonatype-com-3567 265 95 Materials Materials NNP www-sonatype-com-3567 265 96 ( ( -LRB- www-sonatype-com-3567 265 97 SBOM SBOM NNP www-sonatype-com-3567 265 98 ) ) -RRB- www-sonatype-com-3567 265 99 for for IN www-sonatype-com-3567 265 100 each each DT www-sonatype-com-3567 265 101 application application NN www-sonatype-com-3567 265 102 ⊲ ⊲ SYM www-sonatype-com-3567 265 103 96 96 CD www-sonatype-com-3567 265 104 % % NN www-sonatype-com-3567 265 105 more more RBR www-sonatype-com-3567 265 106 likely likely JJ www-sonatype-com-3567 265 107 to to TO www-sonatype-com-3567 265 108 be be VB www-sonatype-com-3567 265 109 able able JJ www-sonatype-com-3567 265 110 to to TO www-sonatype-com-3567 265 111 centrally centrally RB www-sonatype-com-3567 265 112 scan scan VB www-sonatype-com-3567 265 113 all all DT www-sonatype-com-3567 265 114 deployed deploy VBN www-sonatype-com-3567 265 115 artifacts artifact NNS www-sonatype-com-3567 265 116 for for IN www-sonatype-com-3567 265 117 security security NN www-sonatype-com-3567 265 118 and and CC www-sonatype-com-3567 265 119 license license NN www-sonatype-com-3567 265 120 compliance compliance NN www-sonatype-com-3567 265 121 . . . www-sonatype-com-3567 266 1 Comparing compare VBG www-sonatype-com-3567 266 2 High high JJ www-sonatype-com-3567 266 3 Performers performer NNS www-sonatype-com-3567 266 4 against against IN www-sonatype-com-3567 266 5 Low Low NNP www-sonatype-com-3567 266 6 Performers Performers NNPS www-sonatype-com-3567 266 7 : : : www-sonatype-com-3567 266 8 more more RBR www-sonatype-com-3567 266 9 frequent frequent JJ www-sonatype-com-3567 266 10 deployments deployment NNS www-sonatype-com-3567 266 11 15x 15x NNS www-sonatype-com-3567 266 12 26x 26x CD www-sonatype-com-3567 266 13 26x26x 26x26x CD www-sonatype-com-3567 266 14 5.7x 5.7x JJ www-sonatype-com-3567 266 15 less less JJR www-sonatype-com-3567 266 16 time time NN www-sonatype-com-3567 266 17 required require VBN www-sonatype-com-3567 266 18 for for IN www-sonatype-com-3567 266 19 developers developer NNS www-sonatype-com-3567 266 20 to to TO www-sonatype-com-3567 266 21 be be VB www-sonatype-com-3567 266 22 productive productive JJ www-sonatype-com-3567 266 23 when when WRB www-sonatype-com-3567 266 24 SWITCHING switching NN www-sonatype-com-3567 266 25 teams team NNS www-sonatype-com-3567 266 26 faster fast RBR www-sonatype-com-3567 266 27 DETECTION detection NN www-sonatype-com-3567 266 28 of of IN www-sonatype-com-3567 266 29 vulnerable vulnerable JJ www-sonatype-com-3567 266 30 OSS oss NN www-sonatype-com-3567 266 31 components component NNS www-sonatype-com-3567 266 32 less less JJR www-sonatype-com-3567 266 33 time time NN www-sonatype-com-3567 266 34 to to TO www-sonatype-com-3567 266 35 APPROVE approve VB www-sonatype-com-3567 266 36 a a DT www-sonatype-com-3567 266 37 new new JJ www-sonatype-com-3567 266 38 OSS oss NN www-sonatype-com-3567 266 39 dependency dependency NN www-sonatype-com-3567 266 40 for for IN www-sonatype-com-3567 266 41 use use NN www-sonatype-com-3567 266 42 faster fast JJR www-sonatype-com-3567 266 43 REMEDIATION remediation NN www-sonatype-com-3567 266 44 of of IN www-sonatype-com-3567 266 45 vulnerable vulnerable JJ www-sonatype-com-3567 266 46 OSS oss NN www-sonatype-com-3567 266 47 components component NNS www-sonatype-com-3567 266 48 C c NN www-sonatype-com-3567 266 49 H h NN www-sonatype-com-3567 266 50 A a NN www-sonatype-com-3567 266 51 P p NN www-sonatype-com-3567 266 52 T t NN www-sonatype-com-3567 266 53 E e NN www-sonatype-com-3567 266 54 R r NN www-sonatype-com-3567 266 55 4 4 CD www-sonatype-com-3567 266 56 : : : www-sonatype-com-3567 266 57 H h NN www-sonatype-com-3567 266 58 O o NN www-sonatype-com-3567 266 59 W w NN www-sonatype-com-3567 266 60 H h NN www-sonatype-com-3567 266 61 IG ig NN www-sonatype-com-3567 266 62 H h NN www-sonatype-com-3567 266 63 P p NN www-sonatype-com-3567 266 64 E e NN www-sonatype-com-3567 266 65 R r NN www-sonatype-com-3567 266 66 F f NN www-sonatype-com-3567 266 67 O o NN www-sonatype-com-3567 266 68 R r NN www-sonatype-com-3567 266 69 M m NN www-sonatype-com-3567 266 70 A A NNP www-sonatype-com-3567 266 71 N n NN www-sonatype-com-3567 266 72 C c NN www-sonatype-com-3567 266 73 E e NN www-sonatype-com-3567 266 74 T t NN www-sonatype-com-3567 266 75 E e NN www-sonatype-com-3567 266 76 A a NN www-sonatype-com-3567 266 77 M m NN www-sonatype-com-3567 266 78 S s NN www-sonatype-com-3567 266 79 M M NNP www-sonatype-com-3567 266 80 A A NNP www-sonatype-com-3567 266 81 N N NNP www-sonatype-com-3567 266 82 A a NN www-sonatype-com-3567 266 83 G g NN www-sonatype-com-3567 266 84 E e NN www-sonatype-com-3567 266 85 O o NN www-sonatype-com-3567 266 86 P p NN www-sonatype-com-3567 266 87 E e NN www-sonatype-com-3567 266 88 N n NN www-sonatype-com-3567 266 89 S s NN www-sonatype-com-3567 266 90 O o NN www-sonatype-com-3567 266 91 U u NN www-sonatype-com-3567 266 92 R r NN www-sonatype-com-3567 266 93 C c NN www-sonatype-com-3567 266 94 E e NN www-sonatype-com-3567 266 95 S s NN www-sonatype-com-3567 266 96 O o NN www-sonatype-com-3567 266 97 F f NN www-sonatype-com-3567 266 98 T t NN www-sonatype-com-3567 266 99 W w NN www-sonatype-com-3567 266 100 A a NN www-sonatype-com-3567 266 101 R r NN www-sonatype-com-3567 266 102 E e NN www-sonatype-com-3567 266 103 S s NN www-sonatype-com-3567 266 104 U u NN www-sonatype-com-3567 266 105 P p NN www-sonatype-com-3567 266 106 P p NN www-sonatype-com-3567 266 107 LY ly NN www-sonatype-com-3567 266 108 C c NN www-sonatype-com-3567 266 109 H h NN www-sonatype-com-3567 266 110 A a NN www-sonatype-com-3567 266 111 IN in NN www-sonatype-com-3567 266 112 232020 232020 CD www-sonatype-com-3567 266 113 STATE STATE NNP www-sonatype-com-3567 266 114 OF of IN www-sonatype-com-3567 266 115 THE the DT www-sonatype-com-3567 266 116 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 266 117 SUPPLY supply NN www-sonatype-com-3567 266 118 CHAIN chain NN www-sonatype-com-3567 266 119 REPORT REPORT NNP www-sonatype-com-3567 266 120 INFLUENCING INFLUENCING NNP www-sonatype-com-3567 266 121 RISK risk NN www-sonatype-com-3567 266 122 MANAGEMENT MANAGEMENT NNP www-sonatype-com-3567 266 123 OUTCOMES outcomes RB www-sonatype-com-3567 266 124 : : : www-sonatype-com-3567 266 125 Mean mean JJ www-sonatype-com-3567 266 126 Time time NN www-sonatype-com-3567 266 127 to to IN www-sonatype-com-3567 266 128 Detect detect VB www-sonatype-com-3567 266 129 Vulnerabilities vulnerability NNS www-sonatype-com-3567 266 130 ( ( -LRB- www-sonatype-com-3567 266 131 MTTD MTTD NNP www-sonatype-com-3567 266 132 ) ) -RRB- www-sonatype-com-3567 266 133 HYPOTHESIS HYPOTHESIS NNP www-sonatype-com-3567 266 134 RESULT RESULT NNP www-sonatype-com-3567 266 135 ( ( -LRB- www-sonatype-com-3567 266 136 R2 R2 NNP www-sonatype-com-3567 266 137 = = SYM www-sonatype-com-3567 266 138 0.37 0.37 CD www-sonatype-com-3567 266 139 ) ) -RRB- www-sonatype-com-3567 266 140 DISCUSSION DISCUSSION NNP www-sonatype-com-3567 266 141 Practices Practices NNPS www-sonatype-com-3567 266 142 associated associate VBD www-sonatype-com-3567 266 143 with with IN www-sonatype-com-3567 266 144 fast fast JJ www-sonatype-com-3567 266 145 MTTD MTTD NNP www-sonatype-com-3567 266 146 would would MD www-sonatype-com-3567 266 147 involve involve VB www-sonatype-com-3567 266 148 monitoring monitoring NN www-sonatype-com-3567 266 149 and and CC www-sonatype-com-3567 266 150 tooling tooling NN www-sonatype-com-3567 266 151 ( ( -LRB- www-sonatype-com-3567 266 152 given give VBN www-sonatype-com-3567 266 153 the the DT www-sonatype-com-3567 266 154 high high JJ www-sonatype-com-3567 266 155 frequency frequency NN www-sonatype-com-3567 266 156 of of IN www-sonatype-com-3567 266 157 new new JJ www-sonatype-com-3567 266 158 vulnerabilities vulnerability NNS www-sonatype-com-3567 266 159 and and CC www-sonatype-com-3567 266 160 large large JJ www-sonatype-com-3567 266 161 number number NN www-sonatype-com-3567 266 162 of of IN www-sonatype-com-3567 266 163 dependencies dependency NNS www-sonatype-com-3567 266 164 on on IN www-sonatype-com-3567 266 165 OSS OSS NNP www-sonatype-com-3567 266 166 components component NNS www-sonatype-com-3567 266 167 ) ) -RRB- www-sonatype-com-3567 266 168 that that WDT www-sonatype-com-3567 266 169 would would MD www-sonatype-com-3567 266 170 be be VB www-sonatype-com-3567 266 171 integrated integrate VBN www-sonatype-com-3567 266 172 into into IN www-sonatype-com-3567 266 173 CI CI NNP www-sonatype-com-3567 266 174 processes process NNS www-sonatype-com-3567 266 175 . . . www-sonatype-com-3567 267 1 CONFIRMED CONFIRMED NNP www-sonatype-com-3567 267 2 . . . www-sonatype-com-3567 268 1 Listed list VBN www-sonatype-com-3567 268 2 below below RB www-sonatype-com-3567 268 3 are be VBP www-sonatype-com-3567 268 4 the the DT www-sonatype-com-3567 268 5 top top JJ www-sonatype-com-3567 268 6 factors factor NNS www-sonatype-com-3567 268 7 associated associate VBN www-sonatype-com-3567 268 8 with with IN www-sonatype-com-3567 268 9 fast fast JJ www-sonatype-com-3567 268 10 MTTD MTTD NNP www-sonatype-com-3567 268 11 . . . www-sonatype-com-3567 269 1 ⊲ ⊲ NFP www-sonatype-com-3567 269 2 Scheduling Scheduling NNP www-sonatype-com-3567 269 3 updating update VBG www-sonatype-com-3567 269 4 open open JJ www-sonatype-com-3567 269 5 source source NN www-sonatype-com-3567 269 6 dependencies dependency NNS www-sonatype-com-3567 269 7 as as IN www-sonatype-com-3567 269 8 part part NN www-sonatype-com-3567 269 9 of of IN www-sonatype-com-3567 269 10 our -PRON- PRP$ www-sonatype-com-3567 269 11 daily daily JJ www-sonatype-com-3567 269 12 work work NN www-sonatype-com-3567 269 13 ⊲ ⊲ CD www-sonatype-com-3567 269 14 Remediation remediation NN www-sonatype-com-3567 269 15 of of IN www-sonatype-com-3567 269 16 security security NN www-sonatype-com-3567 269 17 issues issue NNS www-sonatype-com-3567 269 18 is be VBZ www-sonatype-com-3567 269 19 addressed address VBN www-sonatype-com-3567 269 20 as as IN www-sonatype-com-3567 269 21 a a DT www-sonatype-com-3567 269 22 regular regular JJ www-sonatype-com-3567 269 23 part part NN www-sonatype-com-3567 269 24 of of IN www-sonatype-com-3567 269 25 development development NN www-sonatype-com-3567 269 26 work work NN www-sonatype-com-3567 269 27 ( ( -LRB- www-sonatype-com-3567 269 28 i.e. i.e. FW www-sonatype-com-3567 269 29 , , , www-sonatype-com-3567 269 30 security security NN www-sonatype-com-3567 269 31 issues issue NNS www-sonatype-com-3567 269 32 treated treat VBD www-sonatype-com-3567 269 33 as as IN www-sonatype-com-3567 269 34 normal normal JJ www-sonatype-com-3567 269 35 defects defect NNS www-sonatype-com-3567 269 36 ) ) -RRB- www-sonatype-com-3567 269 37 . . . www-sonatype-com-3567 270 1 ⊲ ⊲ NFP www-sonatype-com-3567 270 2 Open open JJ www-sonatype-com-3567 270 3 source source NN www-sonatype-com-3567 270 4 component component NN www-sonatype-com-3567 270 5 governance governance NN www-sonatype-com-3567 270 6 ( ( -LRB- www-sonatype-com-3567 270 7 e.g. e.g. RB www-sonatype-com-3567 270 8 , , , www-sonatype-com-3567 270 9 security security NN www-sonatype-com-3567 270 10 , , , www-sonatype-com-3567 270 11 licensing licensing NN www-sonatype-com-3567 270 12 ) ) -RRB- www-sonatype-com-3567 270 13 is be VBZ www-sonatype-com-3567 270 14 enforced enforce VBN www-sonatype-com-3567 270 15 through through IN www-sonatype-com-3567 270 16 CI CI NNP www-sonatype-com-3567 270 17 infrastructure infrastructure NN www-sonatype-com-3567 270 18 . . . www-sonatype-com-3567 271 1 ⊲ ⊲ NFP www-sonatype-com-3567 271 2 One one CD www-sonatype-com-3567 271 3 of of IN www-sonatype-com-3567 271 4 the the DT www-sonatype-com-3567 271 5 unexpected unexpected JJ www-sonatype-com-3567 271 6 and and CC www-sonatype-com-3567 271 7 interesting interesting JJ www-sonatype-com-3567 271 8 factors factor NNS www-sonatype-com-3567 271 9 that that WDT www-sonatype-com-3567 271 10 appeared appear VBD www-sonatype-com-3567 271 11 in in IN www-sonatype-com-3567 271 12 the the DT www-sonatype-com-3567 271 13 survey survey NN www-sonatype-com-3567 271 14 results result NNS www-sonatype-com-3567 271 15 was be VBD www-sonatype-com-3567 271 16 the the DT www-sonatype-com-3567 271 17 degree degree NN www-sonatype-com-3567 271 18 to to TO www-sonatype-com-3567 271 19 which which WDT www-sonatype-com-3567 271 20 OSS OSS NNP www-sonatype-com-3567 271 21 is be VBZ www-sonatype-com-3567 271 22 supported support VBN www-sonatype-com-3567 271 23 within within IN www-sonatype-com-3567 271 24 the the DT www-sonatype-com-3567 271 25 organization organization NN www-sonatype-com-3567 271 26 , , , www-sonatype-com-3567 271 27 which which WDT www-sonatype-com-3567 271 28 we -PRON- PRP www-sonatype-com-3567 271 29 called call VBD www-sonatype-com-3567 271 30 “ " `` www-sonatype-com-3567 271 31 OSS OSS NNP www-sonatype-com-3567 271 32 Enlightenment Enlightenment NNP www-sonatype-com-3567 271 33 . . . www-sonatype-com-3567 271 34 ” " '' www-sonatype-com-3567 271 35 We -PRON- PRP www-sonatype-com-3567 271 36 speculate speculate VBP www-sonatype-com-3567 271 37 that that IN www-sonatype-com-3567 271 38 being be VBG www-sonatype-com-3567 271 39 involved involve VBN www-sonatype-com-3567 271 40 in in IN www-sonatype-com-3567 271 41 the the DT www-sonatype-com-3567 271 42 OSS OSS NNP www-sonatype-com-3567 271 43 community community NN www-sonatype-com-3567 271 44 causes cause VBZ www-sonatype-com-3567 271 45 engineers engineer NNS www-sonatype-com-3567 271 46 to to TO www-sonatype-com-3567 271 47 be be VB www-sonatype-com-3567 271 48 more more RBR www-sonatype-com-3567 271 49 aware aware JJ www-sonatype-com-3567 271 50 of of IN www-sonatype-com-3567 271 51 important important JJ www-sonatype-com-3567 271 52 vul- vul- NN www-sonatype-com-3567 271 53 nerability nerability NN www-sonatype-com-3567 271 54 disclosures disclosure NNS www-sonatype-com-3567 271 55 ( ( -LRB- www-sonatype-com-3567 271 56 i.e. i.e. FW www-sonatype-com-3567 271 57 , , , www-sonatype-com-3567 271 58 a a DT www-sonatype-com-3567 271 59 developer developer NN www-sonatype-com-3567 271 60 who who WP www-sonatype-com-3567 271 61 is be VBZ www-sonatype-com-3567 271 62 active active JJ www-sonatype-com-3567 271 63 in in IN www-sonatype-com-3567 271 64 the the DT www-sonatype-com-3567 271 65 Java Java NNP www-sonatype-com-3567 271 66 community community NN www-sonatype-com-3567 271 67 will will MD www-sonatype-com-3567 271 68 be be VB www-sonatype-com-3567 271 69 more more RBR www-sonatype-com-3567 271 70 likely likely JJ www-sonatype-com-3567 271 71 to to TO www-sonatype-com-3567 271 72 hear hear VB www-sonatype-com-3567 271 73 about about IN www-sonatype-com-3567 271 74 important important JJ www-sonatype-com-3567 271 75 vulnerabilities vulnerability NNS www-sonatype-com-3567 271 76 , , , www-sonatype-com-3567 271 77 and and CC www-sonatype-com-3567 271 78 what what WP www-sonatype-com-3567 271 79 actions action NNS www-sonatype-com-3567 271 80 are be VBP www-sonatype-com-3567 271 81 being be VBG www-sonatype-com-3567 271 82 taken take VBN www-sonatype-com-3567 271 83 to to TO www-sonatype-com-3567 271 84 address address VB www-sonatype-com-3567 271 85 them -PRON- PRP www-sonatype-com-3567 271 86 . . . www-sonatype-com-3567 271 87 ) ) -RRB- www-sonatype-com-3567 272 1 We -PRON- PRP www-sonatype-com-3567 272 2 measured measure VBD www-sonatype-com-3567 272 3 this this DT www-sonatype-com-3567 272 4 by by IN www-sonatype-com-3567 272 5 asking ask VBG www-sonatype-com-3567 272 6 the the DT www-sonatype-com-3567 272 7 following follow VBG www-sonatype-com-3567 272 8 : : : www-sonatype-com-3567 272 9 ɡ ɡ NN www-sonatype-com-3567 272 10 For for IN www-sonatype-com-3567 272 11 company company NN www-sonatype-com-3567 272 12 - - HYPH www-sonatype-com-3567 272 13 sponsored sponsor VBN www-sonatype-com-3567 272 14 OSS oss NN www-sonatype-com-3567 272 15 projects project NNS www-sonatype-com-3567 272 16 , , , www-sonatype-com-3567 272 17 to to IN www-sonatype-com-3567 272 18 what what WDT www-sonatype-com-3567 272 19 degree degree NN www-sonatype-com-3567 272 20 are be VBP www-sonatype-com-3567 272 21 external external JJ www-sonatype-com-3567 272 22 contributions contribution NNS www-sonatype-com-3567 272 23 allowed allow VBN www-sonatype-com-3567 272 24 ? ? . www-sonatype-com-3567 273 1 ɡ ɡ LS www-sonatype-com-3567 273 2 To to IN www-sonatype-com-3567 273 3 what what WDT www-sonatype-com-3567 273 4 degree degree NN www-sonatype-com-3567 273 5 does do VBZ www-sonatype-com-3567 273 6 your -PRON- PRP$ www-sonatype-com-3567 273 7 organization organization NN www-sonatype-com-3567 273 8 require require VB www-sonatype-com-3567 273 9 that that IN www-sonatype-com-3567 273 10 all all DT www-sonatype-com-3567 273 11 internal internal JJ www-sonatype-com-3567 273 12 modifi- modifi- NN www-sonatype-com-3567 273 13 cations cation NNS www-sonatype-com-3567 273 14 to to TO www-sonatype-com-3567 273 15 open open VB www-sonatype-com-3567 273 16 source source NN www-sonatype-com-3567 273 17 components component NNS www-sonatype-com-3567 273 18 be be VB www-sonatype-com-3567 273 19 contributed contribute VBN www-sonatype-com-3567 273 20 back back RB www-sonatype-com-3567 273 21 ( ( -LRB- www-sonatype-com-3567 273 22 i.e. i.e. FW www-sonatype-com-3567 273 23 , , , www-sonatype-com-3567 273 24 “ " `` www-sonatype-com-3567 273 25 pushed push VBD www-sonatype-com-3567 273 26 upstream upstream NNP www-sonatype-com-3567 273 27 ” " '' www-sonatype-com-3567 273 28 ) ) -RRB- www-sonatype-com-3567 273 29 ? ? . www-sonatype-com-3567 274 1 ɡ ɡ LS www-sonatype-com-3567 274 2 To to IN www-sonatype-com-3567 274 3 what what WDT www-sonatype-com-3567 274 4 degree degree NN www-sonatype-com-3567 274 5 does do VBZ www-sonatype-com-3567 274 6 your -PRON- PRP$ www-sonatype-com-3567 274 7 leadership leadership NN www-sonatype-com-3567 274 8 support support NN www-sonatype-com-3567 274 9 contributing contribute VBG www-sonatype-com-3567 274 10 back back RB www-sonatype-com-3567 274 11 to to IN www-sonatype-com-3567 274 12 open open JJ www-sonatype-com-3567 274 13 source source NN www-sonatype-com-3567 274 14 components component NNS www-sonatype-com-3567 274 15 we -PRON- PRP www-sonatype-com-3567 274 16 use use VBP www-sonatype-com-3567 274 17 ( ( -LRB- www-sonatype-com-3567 274 18 e.g. e.g. RB www-sonatype-com-3567 274 19 , , , www-sonatype-com-3567 274 20 engineering engineering NN www-sonatype-com-3567 274 21 time time NN www-sonatype-com-3567 274 22 , , , www-sonatype-com-3567 274 23 budget budget NN www-sonatype-com-3567 274 24 , , , www-sonatype-com-3567 274 25 conferences conference NNS www-sonatype-com-3567 274 26 ) ) -RRB- www-sonatype-com-3567 274 27 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application NNS www-sonatype-com-3567 274 50 once once IN www-sonatype-com-3567 274 51 the the DT www-sonatype-com-3567 274 52 team team NN www-sonatype-com-3567 274 53 becomes become VBZ www-sonatype-com-3567 274 54 aware aware JJ www-sonatype-com-3567 274 55 of of IN www-sonatype-com-3567 274 56 that that DT www-sonatype-com-3567 274 57 vulnerability vulnerability NN www-sonatype-com-3567 274 58 . . . www-sonatype-com-3567 275 1 HYPOTHESIS HYPOTHESIS NNP www-sonatype-com-3567 275 2 RESULT RESULT NNP www-sonatype-com-3567 275 3 ( ( -LRB- www-sonatype-com-3567 275 4 R2 R2 NNP www-sonatype-com-3567 275 5 = = SYM www-sonatype-com-3567 275 6 0.32 0.32 CD www-sonatype-com-3567 275 7 ) ) -RRB- www-sonatype-com-3567 275 8 DISCUSSION discussion NN www-sonatype-com-3567 275 9 Informed inform VBN www-sonatype-com-3567 275 10 by by IN www-sonatype-com-3567 275 11 last last JJ www-sonatype-com-3567 275 12 year year NN www-sonatype-com-3567 275 13 ’s ’s POS www-sonatype-com-3567 275 14 work work NN www-sonatype-com-3567 275 15 , , , www-sonatype-com-3567 275 16 where where WRB www-sonatype-com-3567 275 17 we -PRON- PRP www-sonatype-com-3567 275 18 saw see VBD www-sonatype-com-3567 275 19 a a DT www-sonatype-com-3567 275 20 strong strong JJ www-sonatype-com-3567 275 21 correlation correlation NN www-sonatype-com-3567 275 22 between between IN www-sonatype-com-3567 275 23 MTTR MTTR NNP www-sonatype-com-3567 275 24 and and CC www-sonatype-com-3567 275 25 general general JJ www-sonatype-com-3567 275 26 dependency dependency NN www-sonatype-com-3567 275 27 update update NN www-sonatype-com-3567 275 28 practices practice NNS www-sonatype-com-3567 275 29 , , , www-sonatype-com-3567 275 30 we -PRON- PRP www-sonatype-com-3567 275 31 predicted predict VBD www-sonatype-com-3567 275 32 that that IN www-sonatype-com-3567 275 33 practices practice NNS www-sonatype-com-3567 275 34 would would MD www-sonatype-com-3567 275 35 include include VB www-sonatype-com-3567 275 36 scheduling scheduling NN www-sonatype-com-3567 275 37 updates update VBZ www-sonatype-com-3567 275 38 regularly regularly RB www-sonatype-com-3567 275 39 , , , www-sonatype-com-3567 275 40 automated automate VBD www-sonatype-com-3567 275 41 testing testing NN www-sonatype-com-3567 275 42 to to TO www-sonatype-com-3567 275 43 detect detect VB www-sonatype-com-3567 275 44 when when WRB www-sonatype-com-3567 275 45 updates update NNS www-sonatype-com-3567 275 46 break break VBP www-sonatype-com-3567 275 47 functionality functionality NN www-sonatype-com-3567 275 48 , , , www-sonatype-com-3567 275 49 and and CC www-sonatype-com-3567 275 50 a a DT www-sonatype-com-3567 275 51 security security NN www-sonatype-com-3567 275 52 - - HYPH www-sonatype-com-3567 275 53 oriented orient VBN www-sonatype-com-3567 275 54 development development NN www-sonatype-com-3567 275 55 culture culture NN www-sonatype-com-3567 275 56 ( ( -LRB- www-sonatype-com-3567 275 57 e.g. e.g. RB www-sonatype-com-3567 275 58 , , , www-sonatype-com-3567 275 59 addressing address VBG www-sonatype-com-3567 275 60 security security NN www-sonatype-com-3567 275 61 vulnerabilities vulnerability NNS www-sonatype-com-3567 275 62 as as IN www-sonatype-com-3567 275 63 a a DT www-sonatype-com-3567 275 64 regular regular JJ www-sonatype-com-3567 275 65 part part NN www-sonatype-com-3567 275 66 of of IN www-sonatype-com-3567 275 67 development development NN www-sonatype-com-3567 275 68 work work NN www-sonatype-com-3567 275 69 ) ) -RRB- www-sonatype-com-3567 275 70 that that WDT www-sonatype-com-3567 275 71 would would MD www-sonatype-com-3567 275 72 result result VB www-sonatype-com-3567 275 73 in in IN www-sonatype-com-3567 275 74 improved improved JJ www-sonatype-com-3567 275 75 remediation remediation NN www-sonatype-com-3567 275 76 times time NNS www-sonatype-com-3567 275 77 . . . www-sonatype-com-3567 276 1 CONFIRMED CONFIRMED NNP www-sonatype-com-3567 276 2 . . . www-sonatype-com-3567 277 1 Listed list VBN www-sonatype-com-3567 277 2 below below RB www-sonatype-com-3567 277 3 are be VBP www-sonatype-com-3567 277 4 the the DT www-sonatype-com-3567 277 5 top top JJ www-sonatype-com-3567 277 6 factors factor NNS www-sonatype-com-3567 277 7 associated associate VBN www-sonatype-com-3567 277 8 with with IN www-sonatype-com-3567 277 9 fast fast JJ www-sonatype-com-3567 277 10 MTTR MTTR NNP www-sonatype-com-3567 277 11 . . . www-sonatype-com-3567 278 1 ⊲ ⊲ NFP www-sonatype-com-3567 278 2 Degree Degree NNP www-sonatype-com-3567 278 3 of of IN www-sonatype-com-3567 278 4 OSS OSS NNP www-sonatype-com-3567 278 5 Enlightenment Enlightenment NNP www-sonatype-com-3567 278 6 ( ( -LRB- www-sonatype-com-3567 278 7 see see VB www-sonatype-com-3567 278 8 above above RB www-sonatype-com-3567 278 9 ) ) -RRB- www-sonatype-com-3567 278 10 ⊲ ⊲ NFP www-sonatype-com-3567 278 11 Scheduling scheduling NN www-sonatype-com-3567 278 12 updating update VBG www-sonatype-com-3567 278 13 open open JJ www-sonatype-com-3567 278 14 source source NN www-sonatype-com-3567 278 15 dependencies dependency NNS www-sonatype-com-3567 278 16 as as IN www-sonatype-com-3567 278 17 part part NN www-sonatype-com-3567 278 18 of of IN www-sonatype-com-3567 278 19 daily daily JJ www-sonatype-com-3567 278 20 work work NN www-sonatype-com-3567 278 21 ⊲ ⊲ CD www-sonatype-com-3567 278 22 Our -PRON- PRP$ www-sonatype-com-3567 278 23 application application NN www-sonatype-com-3567 278 24 deployments deployment NNS www-sonatype-com-3567 278 25 ( ( -LRB- www-sonatype-com-3567 278 26 including include VBG www-sonatype-com-3567 278 27 configurations configuration NNS www-sonatype-com-3567 278 28 ) ) -RRB- www-sonatype-com-3567 278 29 are be VBP www-sonatype-com-3567 278 30 fully fully RB www-sonatype-com-3567 278 31 automated automate VBN www-sonatype-com-3567 278 32 ⊲ ⊲ CD www-sonatype-com-3567 278 33 We -PRON- PRP www-sonatype-com-3567 278 34 were be VBD www-sonatype-com-3567 278 35 surprised surprise VBN www-sonatype-com-3567 278 36 by by IN www-sonatype-com-3567 278 37 OSS OSS NNP www-sonatype-com-3567 278 38 Enlightenment Enlightenment NNP www-sonatype-com-3567 278 39 appearing appear VBG www-sonatype-com-3567 278 40 as as IN www-sonatype-com-3567 278 41 the the DT www-sonatype-com-3567 278 42 top top JJ www-sonatype-com-3567 278 43 factor factor NN www-sonatype-com-3567 278 44 here here RB www-sonatype-com-3567 278 45 , , , www-sonatype-com-3567 278 46 tied tie VBN www-sonatype-com-3567 278 47 with with IN www-sonatype-com-3567 278 48 scheduling scheduling NN www-sonatype-com-3567 278 49 updating update VBG www-sonatype-com-3567 278 50 dependencies dependency NNS www-sonatype-com-3567 278 51 as as IN www-sonatype-com-3567 278 52 a a DT www-sonatype-com-3567 278 53 part part NN www-sonatype-com-3567 278 54 of of IN www-sonatype-com-3567 278 55 our -PRON- PRP$ www-sonatype-com-3567 278 56 daily daily JJ www-sonatype-com-3567 278 57 work work NN www-sonatype-com-3567 278 58 ( ( -LRB- www-sonatype-com-3567 278 59 which which WDT www-sonatype-com-3567 278 60 was be VBD www-sonatype-com-3567 278 61 what what WP www-sonatype-com-3567 278 62 we -PRON- PRP www-sonatype-com-3567 278 63 predicted predict VBD www-sonatype-com-3567 278 64 would would MD www-sonatype-com-3567 278 65 be be VB www-sonatype-com-3567 278 66 highest high JJS www-sonatype-com-3567 278 67 ) ) -RRB- www-sonatype-com-3567 278 68 — — : www-sonatype-com-3567 278 69   _SP www-sonatype-com-3567 278 70 see see VB www-sonatype-com-3567 278 71 the the DT www-sonatype-com-3567 278 72 MTTD MTTD NNP www-sonatype-com-3567 278 73 section section NN www-sonatype-com-3567 278 74 for for IN www-sonatype-com-3567 278 75 the the DT www-sonatype-com-3567 278 76 definition definition NN www-sonatype-com-3567 278 77 and and CC www-sonatype-com-3567 278 78 further further JJ www-sonatype-com-3567 278 79 discussion discussion NN www-sonatype-com-3567 278 80 . . . www-sonatype-com-3567 279 1 ⊲ ⊲ NFP www-sonatype-com-3567 279 2 Security Security NNP www-sonatype-com-3567 279 3 guidance guidance NN www-sonatype-com-3567 279 4 often often RB www-sonatype-com-3567 279 5 stresses stress VBZ www-sonatype-com-3567 279 6 the the DT www-sonatype-com-3567 279 7 importance importance NN www-sonatype-com-3567 279 8 of of IN www-sonatype-com-3567 279 9 having have VBG www-sonatype-com-3567 279 10 an an DT www-sonatype-com-3567 279 11 automated automate VBN www-sonatype-com-3567 279 12 mechanism mechanism NN www-sonatype-com-3567 279 13 to to TO www-sonatype-com-3567 279 14 deploy deploy VB www-sonatype-com-3567 279 15 updates update NNS www-sonatype-com-3567 279 16 or or CC www-sonatype-com-3567 279 17 patches patch NNS www-sonatype-com-3567 279 18 into into IN www-sonatype-com-3567 279 19 production production NN www-sonatype-com-3567 279 20 . . . www-sonatype-com-3567 280 1 That that DT www-sonatype-com-3567 280 2 automated automate VBD www-sonatype-com-3567 280 3 deployment deployment NN www-sonatype-com-3567 280 4 appears appear VBZ www-sonatype-com-3567 280 5 as as IN www-sonatype-com-3567 280 6 an an DT www-sonatype-com-3567 280 7 important important JJ www-sonatype-com-3567 280 8 factor factor NN www-sonatype-com-3567 280 9 here here RB www-sonatype-com-3567 280 10 supports support VBZ www-sonatype-com-3567 280 11 this this DT www-sonatype-com-3567 280 12 view view NN www-sonatype-com-3567 280 13 . . . www-sonatype-com-3567 281 1 Influencing Influencing NNP www-sonatype-com-3567 281 2 Risk Risk NNP www-sonatype-com-3567 281 3 Management Management NNP www-sonatype-com-3567 281 4 Outcomes Outcomes NNP www-sonatype-com-3567 281 5 Across across IN www-sonatype-com-3567 281 6 all all PDT www-sonatype-com-3567 281 7 the the DT www-sonatype-com-3567 281 8 risk risk NN www-sonatype-com-3567 281 9 management management NN www-sonatype-com-3567 281 10 outcomes outcome NNS www-sonatype-com-3567 281 11 , , , www-sonatype-com-3567 281 12 the the DT www-sonatype-com-3567 281 13 most most JJS www-sonatype-com-3567 281 14 con- con- NN www-sonatype-com-3567 281 15 sistent sistent NN www-sonatype-com-3567 281 16 factors factor NNS www-sonatype-com-3567 281 17 associated associate VBN www-sonatype-com-3567 281 18 with with IN www-sonatype-com-3567 281 19 positive positive JJ www-sonatype-com-3567 281 20 risk risk NN www-sonatype-com-3567 281 21 management management NN www-sonatype-com-3567 281 22 outcomes outcome NNS www-sonatype-com-3567 281 23 were be VBD www-sonatype-com-3567 281 24 : : : www-sonatype-com-3567 281 25 ⊲ ⊲ NFP www-sonatype-com-3567 281 26 Having have VBG www-sonatype-com-3567 281 27 a a DT www-sonatype-com-3567 281 28 clear clear JJ www-sonatype-com-3567 281 29 process process NN www-sonatype-com-3567 281 30 for for IN www-sonatype-com-3567 281 31 adding add VBG www-sonatype-com-3567 281 32 and and CC www-sonatype-com-3567 281 33 removing remove VBG www-sonatype-com-3567 281 34 OSS oss NN www-sonatype-com-3567 281 35 dependencies dependency NNS www-sonatype-com-3567 281 36 ⊲ ⊲ NFP www-sonatype-com-3567 281 37 Remediating remediating NN www-sonatype-com-3567 281 38 known know VBN www-sonatype-com-3567 281 39 OSS oss NN www-sonatype-com-3567 281 40 vulnerabilities vulnerability NNS www-sonatype-com-3567 281 41 as as IN www-sonatype-com-3567 281 42 a a DT www-sonatype-com-3567 281 43 regular regular JJ www-sonatype-com-3567 281 44 part part NN www-sonatype-com-3567 281 45 of of IN www-sonatype-com-3567 281 46 development development NN www-sonatype-com-3567 281 47 ⊲ ⊲ CD www-sonatype-com-3567 281 48 Updating update VBG www-sonatype-com-3567 281 49 OSS oss NN www-sonatype-com-3567 281 50 dependencies dependency NNS www-sonatype-com-3567 281 51 regularly regularly RB www-sonatype-com-3567 281 52 ⊲ ⊲ NFP www-sonatype-com-3567 281 53 Using use VBG www-sonatype-com-3567 281 54 SCA SCA NNP www-sonatype-com-3567 281 55 tooling tooling NN www-sonatype-com-3567 281 56 and and CC www-sonatype-com-3567 281 57 incorporating incorporate VBG www-sonatype-com-3567 281 58 this this DT www-sonatype-com-3567 281 59 tooling tooling NN www-sonatype-com-3567 281 60 into into IN www-sonatype-com-3567 281 61 CI CI NNP www-sonatype-com-3567 281 62 Variables Variables NNP www-sonatype-com-3567 281 63 Most Most NNP www-sonatype-com-3567 281 64 Impacting Impacting NNP www-sonatype-com-3567 281 65 Performance Performance NNP www-sonatype-com-3567 281 66 and and CC www-sonatype-com-3567 281 67 Risk Risk NNP www-sonatype-com-3567 281 68 Management Management NNP www-sonatype-com-3567 281 69 In in IN www-sonatype-com-3567 281 70 this this DT www-sonatype-com-3567 281 71 section section NN www-sonatype-com-3567 281 72 , , , www-sonatype-com-3567 281 73 we -PRON- PRP www-sonatype-com-3567 281 74 state state VBP www-sonatype-com-3567 281 75 all all DT www-sonatype-com-3567 281 76 of of IN www-sonatype-com-3567 281 77 the the DT www-sonatype-com-3567 281 78 hypotheses hypothesis NNS www-sonatype-com-3567 281 79 we -PRON- PRP www-sonatype-com-3567 281 80 had have VBD www-sonatype-com-3567 281 81 when when WRB www-sonatype-com-3567 281 82 we -PRON- PRP www-sonatype-com-3567 281 83 designed design VBD www-sonatype-com-3567 281 84 the the DT www-sonatype-com-3567 281 85 survey survey NN www-sonatype-com-3567 281 86 , , , www-sonatype-com-3567 281 87 and and CC www-sonatype-com-3567 281 88 state state NN www-sonatype-com-3567 281 89 which which WDT www-sonatype-com-3567 281 90 practices practice VBZ www-sonatype-com-3567 281 91 ( ( -LRB- www-sonatype-com-3567 281 92 independent independent JJ www-sonatype-com-3567 281 93 variables variable NNS www-sonatype-com-3567 281 94 ) ) -RRB- www-sonatype-com-3567 281 95 we -PRON- PRP www-sonatype-com-3567 281 96 believed believe VBD www-sonatype-com-3567 281 97 would would MD www-sonatype-com-3567 281 98 affect affect VB www-sonatype-com-3567 281 99 the the DT www-sonatype-com-3567 281 100 performance performance NN www-sonatype-com-3567 281 101 outcomes outcome NNS www-sonatype-com-3567 281 102 ( ( -LRB- www-sonatype-com-3567 281 103 dependent dependent JJ www-sonatype-com-3567 281 104 variables variable NNS www-sonatype-com-3567 281 105 ) ) -RRB- www-sonatype-com-3567 281 106 — — : www-sonatype-com-3567 281 107 we -PRON- PRP www-sonatype-com-3567 281 108 also also RB www-sonatype-com-3567 281 109 define define VBP www-sonatype-com-3567 281 110 how how WRB www-sonatype-com-3567 281 111 we -PRON- PRP www-sonatype-com-3567 281 112 measured measure VBD www-sonatype-com-3567 281 113 them -PRON- PRP www-sonatype-com-3567 281 114 . . . www-sonatype-com-3567 282 1 To to TO www-sonatype-com-3567 282 2 better well RBR www-sonatype-com-3567 282 3 understand understand VB www-sonatype-com-3567 282 4 the the DT www-sonatype-com-3567 282 5 connection connection NN www-sonatype-com-3567 282 6 between between IN www-sonatype-com-3567 282 7 practices practice NNS www-sonatype-com-3567 282 8 and and CC www-sonatype-com-3567 282 9 outcomes outcome NNS www-sonatype-com-3567 282 10 , , , www-sonatype-com-3567 282 11 and and CC www-sonatype-com-3567 282 12 potentially potentially RB www-sonatype-com-3567 282 13 understand understand VB www-sonatype-com-3567 282 14 how how WRB www-sonatype-com-3567 282 15 one one PRP www-sonatype-com-3567 282 16 can can MD www-sonatype-com-3567 282 17 improve improve VB www-sonatype-com-3567 282 18 performance performance NN www-sonatype-com-3567 282 19 , , , www-sonatype-com-3567 282 20 we -PRON- PRP www-sonatype-com-3567 282 21 fit fit VBP www-sonatype-com-3567 282 22 a a DT www-sonatype-com-3567 282 23 linear linear JJ www-sonatype-com-3567 282 24 model model NN www-sonatype-com-3567 282 25 to to IN www-sonatype-com-3567 282 26 the the DT www-sonatype-com-3567 282 27 data.28 data.28 NNP www-sonatype-com-3567 282 28 We -PRON- PRP www-sonatype-com-3567 282 29 measured measure VBD www-sonatype-com-3567 282 30 and and CC www-sonatype-com-3567 282 31 , , , www-sonatype-com-3567 282 32 where where WRB www-sonatype-com-3567 282 33 appro- appro- NNP www-sonatype-com-3567 282 34 priate priate NNP www-sonatype-com-3567 282 35 , , , www-sonatype-com-3567 282 36 report report VB www-sonatype-com-3567 282 37 r2 r2 JJ www-sonatype-com-3567 282 38 values value NNS www-sonatype-com-3567 282 39 , , , www-sonatype-com-3567 282 40 which which WDT www-sonatype-com-3567 282 41 describe describe VBP www-sonatype-com-3567 282 42 the the DT www-sonatype-com-3567 282 43 proportion proportion NN www-sonatype-com-3567 282 44 of of IN www-sonatype-com-3567 282 45 vari- vari- JJ www-sonatype-com-3567 282 46 ance ance NN www-sonatype-com-3567 282 47 in in IN www-sonatype-com-3567 282 48 each each DT www-sonatype-com-3567 282 49 outcome outcome NN www-sonatype-com-3567 282 50 explained explain VBN www-sonatype-com-3567 282 51 by by IN www-sonatype-com-3567 282 52 the the DT www-sonatype-com-3567 282 53 model model NN www-sonatype-com-3567 282 54 and and CC www-sonatype-com-3567 282 55 describe describe VB www-sonatype-com-3567 282 56 the the DT www-sonatype-com-3567 282 57 top top JJ www-sonatype-com-3567 282 58 practices practice NNS www-sonatype-com-3567 282 59 , , , www-sonatype-com-3567 282 60 based base VBN www-sonatype-com-3567 282 61 on on IN www-sonatype-com-3567 282 62 their -PRON- PRP$ www-sonatype-com-3567 282 63 contribution contribution NN www-sonatype-com-3567 282 64 to to IN www-sonatype-com-3567 282 65 increases increase NNS www-sonatype-com-3567 282 66 in in IN www-sonatype-com-3567 282 67 the the DT www-sonatype-com-3567 282 68 outcome outcome NN www-sonatype-com-3567 282 69 being be VBG www-sonatype-com-3567 282 70 analyzed analyze VBN www-sonatype-com-3567 282 71 . . . www-sonatype-com-3567 283 1 29 29 CD www-sonatype-com-3567 283 2 30 30 CD www-sonatype-com-3567 283 3 ( ( -LRB- www-sonatype-com-3567 283 4 All all DT www-sonatype-com-3567 283 5 independent independent JJ www-sonatype-com-3567 283 6 and and CC www-sonatype-com-3567 283 7 depen- depen- JJ www-sonatype-com-3567 283 8 dent dent NN www-sonatype-com-3567 283 9 variables variable NNS www-sonatype-com-3567 283 10 are be VBP www-sonatype-com-3567 283 11 listed list VBN www-sonatype-com-3567 283 12 and and CC www-sonatype-com-3567 283 13 described describe VBN www-sonatype-com-3567 283 14 in in IN www-sonatype-com-3567 283 15 Appendix Appendix NNP www-sonatype-com-3567 283 16 B. B. NNP www-sonatype-com-3567 283 17 ) ) -RRB- www-sonatype-com-3567 284 1 C c NN www-sonatype-com-3567 284 2 H h NN www-sonatype-com-3567 284 3 A a NN www-sonatype-com-3567 284 4 P p NN www-sonatype-com-3567 284 5 T t NN www-sonatype-com-3567 284 6 E e NN www-sonatype-com-3567 284 7 R r NN www-sonatype-com-3567 284 8 4 4 CD www-sonatype-com-3567 284 9 : : : www-sonatype-com-3567 284 10 H h NN www-sonatype-com-3567 284 11 O o NN www-sonatype-com-3567 284 12 W w NN www-sonatype-com-3567 284 13 H h NN www-sonatype-com-3567 284 14 IG ig NN www-sonatype-com-3567 284 15 H h NN www-sonatype-com-3567 284 16 P p NN www-sonatype-com-3567 284 17 E e NN www-sonatype-com-3567 284 18 R r NN www-sonatype-com-3567 284 19 F f NN www-sonatype-com-3567 284 20 O o NN www-sonatype-com-3567 284 21 R r NN www-sonatype-com-3567 284 22 M m NN www-sonatype-com-3567 284 23 A A NNP www-sonatype-com-3567 284 24 N n NN www-sonatype-com-3567 284 25 C c NN www-sonatype-com-3567 284 26 E e NN www-sonatype-com-3567 284 27 T t NN www-sonatype-com-3567 284 28 E e NN www-sonatype-com-3567 284 29 A a NN www-sonatype-com-3567 284 30 M m NN www-sonatype-com-3567 284 31 S s NN www-sonatype-com-3567 284 32 M M NNP www-sonatype-com-3567 284 33 A A NNP www-sonatype-com-3567 284 34 N N NNP www-sonatype-com-3567 284 35 A a NN www-sonatype-com-3567 284 36 G g NN www-sonatype-com-3567 284 37 E e NN www-sonatype-com-3567 284 38 O o NN www-sonatype-com-3567 284 39 P p NN www-sonatype-com-3567 284 40 E e NN www-sonatype-com-3567 284 41 N n NN www-sonatype-com-3567 284 42 S s NN www-sonatype-com-3567 284 43 O o NN www-sonatype-com-3567 284 44 U u NN www-sonatype-com-3567 284 45 R r NN www-sonatype-com-3567 284 46 C c NN www-sonatype-com-3567 284 47 E e NN www-sonatype-com-3567 284 48 S s NN www-sonatype-com-3567 284 49 O o NN www-sonatype-com-3567 284 50 F f NN www-sonatype-com-3567 284 51 T t NN www-sonatype-com-3567 284 52 W w NN www-sonatype-com-3567 284 53 A a NN www-sonatype-com-3567 284 54 R r NN www-sonatype-com-3567 284 55 E e NN www-sonatype-com-3567 284 56 S s NN www-sonatype-com-3567 284 57 U u NN www-sonatype-com-3567 284 58 P p NN www-sonatype-com-3567 284 59 P p NN www-sonatype-com-3567 284 60 LY ly NN www-sonatype-com-3567 284 61 C c NN www-sonatype-com-3567 284 62 H h NN www-sonatype-com-3567 284 63 A a NN www-sonatype-com-3567 284 64 IN in IN www-sonatype-com-3567 284 65 242020 242020 CD www-sonatype-com-3567 284 66 STATE STATE NNP www-sonatype-com-3567 284 67 OF of IN www-sonatype-com-3567 284 68 THE the DT www-sonatype-com-3567 284 69 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 284 70 SUPPLY supply NN www-sonatype-com-3567 284 71 CHAIN chain NN www-sonatype-com-3567 284 72 REPORT REPORT NNP www-sonatype-com-3567 284 73 INFLUENCING INFLUENCING NNP www-sonatype-com-3567 284 74 RISK RISK NNP www-sonatype-com-3567 284 75 MANAGEMENT MANAGEMENT NNP www-sonatype-com-3567 284 76 OUTCOMES outcomes RB www-sonatype-com-3567 284 77 : : : www-sonatype-com-3567 284 78 OSS oss NN www-sonatype-com-3567 284 79 Security Security NNP www-sonatype-com-3567 284 80 Measured Measured NNP www-sonatype-com-3567 284 81 as as IN www-sonatype-com-3567 284 82 the the DT www-sonatype-com-3567 284 83 level level NN www-sonatype-com-3567 284 84 of of IN www-sonatype-com-3567 284 85 confidence confidence NN www-sonatype-com-3567 284 86 that that IN www-sonatype-com-3567 284 87 applications application NNS www-sonatype-com-3567 284 88 are be VBP www-sonatype-com-3567 284 89 not not RB www-sonatype-com-3567 284 90 using use VBG www-sonatype-com-3567 284 91 open open JJ www-sonatype-com-3567 284 92 source source NN www-sonatype-com-3567 284 93 components component NNS www-sonatype-com-3567 284 94 with with IN www-sonatype-com-3567 284 95 known know VBN www-sonatype-com-3567 284 96 vulnerabilities vulnerability NNS www-sonatype-com-3567 284 97 . . . www-sonatype-com-3567 285 1 HYPOTHESIS HYPOTHESIS NNP www-sonatype-com-3567 285 2 RESULT RESULT NNP www-sonatype-com-3567 285 3 ( ( -LRB- www-sonatype-com-3567 285 4 R2 R2 NNP www-sonatype-com-3567 285 5 = = SYM www-sonatype-com-3567 285 6 0.35 0.35 CD www-sonatype-com-3567 285 7 ) ) -RRB- www-sonatype-com-3567 285 8 DISCUSSION DISCUSSION NNP www-sonatype-com-3567 285 9 That that IN www-sonatype-com-3567 285 10 some some DT www-sonatype-com-3567 285 11 tooling tooling NN www-sonatype-com-3567 285 12 to to TO www-sonatype-com-3567 285 13 do do VB www-sonatype-com-3567 285 14 centralized centralized JJ www-sonatype-com-3567 285 15 scanning scanning NN www-sonatype-com-3567 285 16 of of IN www-sonatype-com-3567 285 17 depen- depen- JJ www-sonatype-com-3567 285 18 dencies dencie NNS www-sonatype-com-3567 285 19 and and CC www-sonatype-com-3567 285 20 an an DT www-sonatype-com-3567 285 21 effective effective JJ www-sonatype-com-3567 285 22 approval approval NN www-sonatype-com-3567 285 23 process process NN www-sonatype-com-3567 285 24 would would MD www-sonatype-com-3567 285 25 predict predict VB www-sonatype-com-3567 285 26 confidence confidence NN www-sonatype-com-3567 285 27 in in IN www-sonatype-com-3567 285 28 OSS oss NN www-sonatype-com-3567 285 29 security security NN www-sonatype-com-3567 285 30 . . . www-sonatype-com-3567 286 1 CONFIRMED CONFIRMED NNP www-sonatype-com-3567 286 2 . . . www-sonatype-com-3567 287 1 Listed list VBN www-sonatype-com-3567 287 2 below below RB www-sonatype-com-3567 287 3 are be VBP www-sonatype-com-3567 287 4 the the DT www-sonatype-com-3567 287 5 top top JJ www-sonatype-com-3567 287 6 factors factor NNS www-sonatype-com-3567 287 7 associated associate VBN www-sonatype-com-3567 287 8 with with IN www-sonatype-com-3567 287 9 high high JJ www-sonatype-com-3567 287 10 security security NN www-sonatype-com-3567 287 11 confidence confidence NN www-sonatype-com-3567 287 12 : : : www-sonatype-com-3567 287 13 ⊲ ⊲ NFP www-sonatype-com-3567 287 14 Having have VBG www-sonatype-com-3567 287 15 a a DT www-sonatype-com-3567 287 16 clear clear JJ www-sonatype-com-3567 287 17 process process NN www-sonatype-com-3567 287 18 for for IN www-sonatype-com-3567 287 19 adding add VBG www-sonatype-com-3567 287 20 and and CC www-sonatype-com-3567 287 21 removing remove VBG www-sonatype-com-3567 287 22 dependencies dependency NNS www-sonatype-com-3567 287 23 ⊲ ⊲ NFP www-sonatype-com-3567 287 24 When when WRB www-sonatype-com-3567 287 25 selecting select VBG www-sonatype-com-3567 287 26 new new JJ www-sonatype-com-3567 287 27 OSS OSS NNP www-sonatype-com-3567 287 28 components component NNS www-sonatype-com-3567 287 29 , , , www-sonatype-com-3567 287 30 the the DT www-sonatype-com-3567 287 31 two two CD www-sonatype-com-3567 287 32 following follow VBG www-sonatype-com-3567 287 33 factors factor NNS www-sonatype-com-3567 287 34 are be VBP www-sonatype-com-3567 287 35 considered consider VBN www-sonatype-com-3567 287 36 important important JJ www-sonatype-com-3567 287 37 : : : www-sonatype-com-3567 287 38 ɡ ɡ NN www-sonatype-com-3567 287 39 Security security NN www-sonatype-com-3567 287 40 history history NN www-sonatype-com-3567 287 41 ( ( -LRB- www-sonatype-com-3567 287 42 e.g. e.g. RB www-sonatype-com-3567 288 1 have have VBP www-sonatype-com-3567 288 2 there there EX www-sonatype-com-3567 288 3 been be VBN www-sonatype-com-3567 288 4 multiple multiple JJ www-sonatype-com-3567 288 5 high high JJ www-sonatype-com-3567 288 6 - - HYPH www-sonatype-com-3567 288 7 risk risk NN www-sonatype-com-3567 288 8 CVEs cf NNS www-sonatype-com-3567 288 9 ) ) -RRB- www-sonatype-com-3567 288 10 ɡ ɡ NN www-sonatype-com-3567 288 11 Rate rate NN www-sonatype-com-3567 288 12 of of IN www-sonatype-com-3567 288 13 fixes fix NNS www-sonatype-com-3567 288 14 ( ( -LRB- www-sonatype-com-3567 288 15 frequency frequency NN www-sonatype-com-3567 288 16 of of IN www-sonatype-com-3567 288 17 security security NN www-sonatype-com-3567 288 18 and and CC www-sonatype-com-3567 288 19 bug bug NN www-sonatype-com-3567 288 20 fixes fix NNS www-sonatype-com-3567 288 21 ) ) -RRB- www-sonatype-com-3567 288 22 ⊲ ⊲ NFP www-sonatype-com-3567 288 23 Scheduling scheduling NN www-sonatype-com-3567 288 24 updating update VBG www-sonatype-com-3567 288 25 open open JJ www-sonatype-com-3567 288 26 source source NN www-sonatype-com-3567 288 27 dependencies dependency NNS www-sonatype-com-3567 288 28 as as IN www-sonatype-com-3567 288 29 part part NN www-sonatype-com-3567 288 30 of of IN www-sonatype-com-3567 288 31 our -PRON- PRP$ www-sonatype-com-3567 288 32 daily daily JJ www-sonatype-com-3567 288 33 work work NN www-sonatype-com-3567 288 34 ⊲ ⊲ CD www-sonatype-com-3567 288 35 We -PRON- PRP www-sonatype-com-3567 288 36 asked ask VBD www-sonatype-com-3567 288 37 a a DT www-sonatype-com-3567 288 38 series series NN www-sonatype-com-3567 288 39 of of IN www-sonatype-com-3567 288 40 questions question NNS www-sonatype-com-3567 288 41 about about IN www-sonatype-com-3567 288 42 what what WDT www-sonatype-com-3567 288 43 criteria criterion NNS www-sonatype-com-3567 288 44 were be VBD www-sonatype-com-3567 288 45 important important JJ www-sonatype-com-3567 288 46 when when WRB www-sonatype-com-3567 288 47 selecting select VBG www-sonatype-com-3567 288 48 new new JJ www-sonatype-com-3567 288 49 OSS OSS NNP www-sonatype-com-3567 288 50 components component NNS www-sonatype-com-3567 288 51 , , , www-sonatype-com-3567 288 52 which which WDT www-sonatype-com-3567 288 53 is be VBZ www-sonatype-com-3567 288 54 about about IN www-sonatype-com-3567 288 55 being be VBG www-sonatype-com-3567 288 56 careful careful JJ www-sonatype-com-3567 288 57 and and CC www-sonatype-com-3567 288 58 particular particular JJ www-sonatype-com-3567 288 59 about about IN www-sonatype-com-3567 288 60 functionality functionality NN www-sonatype-com-3567 288 61 , , , www-sonatype-com-3567 288 62 integrations integration NNS www-sonatype-com-3567 288 63 , , , www-sonatype-com-3567 288 64 ease ease NN www-sonatype-com-3567 288 65 of of IN www-sonatype-com-3567 288 66 use use NN www-sonatype-com-3567 288 67 , , , www-sonatype-com-3567 288 68 security security NN www-sonatype-com-3567 288 69 , , , www-sonatype-com-3567 288 70 etc etc FW www-sonatype-com-3567 288 71 . . . www-sonatype-com-3567 289 1 ⊲ ⊲ NFP www-sonatype-com-3567 289 2 The the DT www-sonatype-com-3567 289 3 primary primary JJ www-sonatype-com-3567 289 4 contributing contributing NN www-sonatype-com-3567 289 5 factors factor NNS www-sonatype-com-3567 289 6 all all DT www-sonatype-com-3567 289 7 have have VBP www-sonatype-com-3567 289 8 to to TO www-sonatype-com-3567 289 9 do do VB www-sonatype-com-3567 289 10 with with IN www-sonatype-com-3567 289 11 controlling control VBG www-sonatype-com-3567 289 12 what what WDT www-sonatype-com-3567 289 13 components component NNS www-sonatype-com-3567 289 14 are be VBP www-sonatype-com-3567 289 15 brought bring VBN www-sonatype-com-3567 289 16 into into IN www-sonatype-com-3567 289 17 the the DT www-sonatype-com-3567 289 18 supply supply NN www-sonatype-com-3567 289 19 chain chain NN www-sonatype-com-3567 289 20 . . . www-sonatype-com-3567 290 1 The the DT www-sonatype-com-3567 290 2 two two CD www-sonatype-com-3567 290 3 next next RB www-sonatype-com-3567 290 4 most most RBS www-sonatype-com-3567 290 5 important important JJ www-sonatype-com-3567 290 6 factors factor NNS www-sonatype-com-3567 290 7 both both DT www-sonatype-com-3567 290 8 had have VBD www-sonatype-com-3567 290 9 to to TO www-sonatype-com-3567 290 10 do do VB www-sonatype-com-3567 290 11 with with IN www-sonatype-com-3567 290 12 monitoring monitoring NN www-sonatype-com-3567 290 13 to to TO www-sonatype-com-3567 290 14 enforce enforce VB www-sonatype-com-3567 290 15 those those DT www-sonatype-com-3567 290 16 policies policy NNS www-sonatype-com-3567 290 17 : : : www-sonatype-com-3567 290 18 ɡ ɡ NN www-sonatype-com-3567 290 19 The the DT www-sonatype-com-3567 290 20 output output NN www-sonatype-com-3567 290 21 of of IN www-sonatype-com-3567 290 22 software software NN www-sonatype-com-3567 290 23 composition composition NN www-sonatype-com-3567 290 24 analysis analysis NN www-sonatype-com-3567 290 25 ( ( -LRB- www-sonatype-com-3567 290 26 SCA SCA NNP www-sonatype-com-3567 290 27 ) ) -RRB- www-sonatype-com-3567 290 28 tools tool NNS www-sonatype-com-3567 290 29 is be VBZ www-sonatype-com-3567 290 30 integrated integrate VBN www-sonatype-com-3567 290 31 into into IN www-sonatype-com-3567 290 32 daily daily JJ www-sonatype-com-3567 290 33 develop- develop- NNP www-sonatype-com-3567 290 34 ment ment JJ www-sonatype-com-3567 290 35 workflows workflow NNS www-sonatype-com-3567 290 36 . . . www-sonatype-com-3567 291 1 ɡ ɡ LS www-sonatype-com-3567 291 2 Every every DT www-sonatype-com-3567 291 3 deployed deploy VBN www-sonatype-com-3567 291 4 application application NN www-sonatype-com-3567 291 5 is be VBZ www-sonatype-com-3567 291 6 centrally centrally RB www-sonatype-com-3567 291 7 tracked track VBN www-sonatype-com-3567 291 8 , , , www-sonatype-com-3567 291 9 including include VBG www-sonatype-com-3567 291 10 its -PRON- PRP$ www-sonatype-com-3567 291 11 open open JJ www-sonatype-com-3567 291 12 source source NN www-sonatype-com-3567 291 13 dependencies dependency NNS www-sonatype-com-3567 291 14 , , , www-sonatype-com-3567 291 15 and and CC www-sonatype-com-3567 291 16 it -PRON- PRP www-sonatype-com-3567 291 17 is be VBZ www-sonatype-com-3567 291 18 known know VBN www-sonatype-com-3567 291 19 who who WP www-sonatype-com-3567 291 20 the the DT www-sonatype-com-3567 291 21 application application NN www-sonatype-com-3567 291 22 team team NN www-sonatype-com-3567 291 23 leader leader NN www-sonatype-com-3567 291 24 is be VBZ www-sonatype-com-3567 291 25 . . . www-sonatype-com-3567 292 1 This this DT www-sonatype-com-3567 292 2 practice practice NN www-sonatype-com-3567 292 3 is be VBZ www-sonatype-com-3567 292 4 critical critical JJ www-sonatype-com-3567 292 5 to to IN www-sonatype-com-3567 292 6 building build VBG www-sonatype-com-3567 292 7 and and CC www-sonatype-com-3567 292 8 maintaining maintain VBG www-sonatype-com-3567 292 9 SBOMs sbom NNS www-sonatype-com-3567 292 10 for for IN www-sonatype-com-3567 292 11 each each DT www-sonatype-com-3567 292 12 application application NN www-sonatype-com-3567 292 13 . . . www-sonatype-com-3567 293 1 INFLUENCING INFLUENCING NNP www-sonatype-com-3567 293 2 RISK RISK NNP www-sonatype-com-3567 293 3 MANAGEMENT MANAGEMENT NNP www-sonatype-com-3567 293 4 OUTCOMES outcomes RB www-sonatype-com-3567 293 5 : : : www-sonatype-com-3567 293 6 License license NN www-sonatype-com-3567 293 7 Compliance compliance NN www-sonatype-com-3567 293 8 Measured measure VBN www-sonatype-com-3567 293 9 as as IN www-sonatype-com-3567 293 10 the the DT www-sonatype-com-3567 293 11 level level NN www-sonatype-com-3567 293 12 of of IN www-sonatype-com-3567 293 13 confidence confidence NN www-sonatype-com-3567 293 14 that that IN www-sonatype-com-3567 293 15 the the DT www-sonatype-com-3567 293 16 development development NN www-sonatype-com-3567 293 17 team team NN www-sonatype-com-3567 293 18 is be VBZ www-sonatype-com-3567 293 19 in in IN www-sonatype-com-3567 293 20 compliance compliance NN www-sonatype-com-3567 293 21 with with IN www-sonatype-com-3567 293 22 the the DT www-sonatype-com-3567 293 23 organization organization NN www-sonatype-com-3567 293 24 ’s ’s POS www-sonatype-com-3567 293 25 policies policy NNS www-sonatype-com-3567 293 26 regarding regard VBG www-sonatype-com-3567 293 27 open open JJ www-sonatype-com-3567 293 28 source source NN www-sonatype-com-3567 293 29 licenses license NNS www-sonatype-com-3567 293 30 . . . www-sonatype-com-3567 294 1 HYPOTHESIS HYPOTHESIS NNP www-sonatype-com-3567 294 2 RESULT RESULT NNP www-sonatype-com-3567 294 3 ( ( -LRB- www-sonatype-com-3567 294 4 R2 R2 NNP www-sonatype-com-3567 294 5 = = SYM www-sonatype-com-3567 294 6 0.29 0.29 CD www-sonatype-com-3567 294 7 ) ) -RRB- www-sonatype-com-3567 294 8 DISCUSSION DISCUSSION NNP www-sonatype-com-3567 294 9 Practices Practices NNPS www-sonatype-com-3567 294 10 associated associate VBD www-sonatype-com-3567 294 11 with with IN www-sonatype-com-3567 294 12 effec- effec- NNP www-sonatype-com-3567 294 13 tive tive NNP www-sonatype-com-3567 294 14 governance governance NN www-sonatype-com-3567 294 15 ( ( -LRB- www-sonatype-com-3567 294 16 e.g. e.g. RB www-sonatype-com-3567 294 17 , , , www-sonatype-com-3567 294 18 processes process NNS www-sonatype-com-3567 294 19 defined define VBN www-sonatype-com-3567 294 20 , , , www-sonatype-com-3567 294 21 tools tool NNS www-sonatype-com-3567 294 22 to to TO www-sonatype-com-3567 294 23 monitor monitor VB www-sonatype-com-3567 294 24 compli- compli- JJ www-sonatype-com-3567 294 25 ance ance NN www-sonatype-com-3567 294 26 , , , www-sonatype-com-3567 294 27 responsibilities responsibility NNS www-sonatype-com-3567 294 28 assigned assign VBN www-sonatype-com-3567 294 29 , , , www-sonatype-com-3567 294 30 etc etc FW www-sonatype-com-3567 294 31 . . . www-sonatype-com-3567 294 32 ) ) -RRB- www-sonatype-com-3567 295 1 would would MD www-sonatype-com-3567 295 2 increase increase VB www-sonatype-com-3567 295 3 confidence confidence NN www-sonatype-com-3567 295 4 in in IN www-sonatype-com-3567 295 5 OSS oss NN www-sonatype-com-3567 295 6 license license NN www-sonatype-com-3567 295 7 compliance compliance NN www-sonatype-com-3567 295 8 . . . www-sonatype-com-3567 296 1 CONFIRMED CONFIRMED NNP www-sonatype-com-3567 296 2 . . . www-sonatype-com-3567 297 1 Listed list VBN www-sonatype-com-3567 297 2 below below RB www-sonatype-com-3567 297 3 are be VBP www-sonatype-com-3567 297 4 the the DT www-sonatype-com-3567 297 5 top top JJ www-sonatype-com-3567 297 6 factors factor NNS www-sonatype-com-3567 297 7 associated associate VBN www-sonatype-com-3567 297 8 with with IN www-sonatype-com-3567 297 9 increased increase VBN www-sonatype-com-3567 297 10 confidence confidence NN www-sonatype-com-3567 297 11 in in IN www-sonatype-com-3567 297 12 OSS oss NN www-sonatype-com-3567 297 13 license license NN www-sonatype-com-3567 297 14 compliance compliance NN www-sonatype-com-3567 297 15 . . . www-sonatype-com-3567 298 1 ⊲ ⊲ NFP www-sonatype-com-3567 298 2 Having have VBG www-sonatype-com-3567 298 3 a a DT www-sonatype-com-3567 298 4 clear clear JJ www-sonatype-com-3567 298 5 process process NN www-sonatype-com-3567 298 6 for for IN www-sonatype-com-3567 298 7 adding add VBG www-sonatype-com-3567 298 8 and and CC www-sonatype-com-3567 298 9 removing remove VBG www-sonatype-com-3567 298 10 dependencies dependency NNS www-sonatype-com-3567 298 11 ⊲ ⊲ VBP www-sonatype-com-3567 298 12 Consistently consistently RB www-sonatype-com-3567 298 13 following follow VBG www-sonatype-com-3567 298 14 open open JJ www-sonatype-com-3567 298 15 source source NN www-sonatype-com-3567 298 16 approval approval NN www-sonatype-com-3567 298 17 processes process NNS www-sonatype-com-3567 298 18 ⊲ ⊲ NFP www-sonatype-com-3567 298 19 Prioritizing prioritize VBG www-sonatype-com-3567 298 20 licensing licensing NN www-sonatype-com-3567 298 21 considerations consideration NNS www-sonatype-com-3567 298 22 when when WRB www-sonatype-com-3567 298 23 selecting select VBG www-sonatype-com-3567 298 24 new new JJ www-sonatype-com-3567 298 25 open open JJ www-sonatype-com-3567 298 26 source source NN www-sonatype-com-3567 298 27 components component VBZ www-sonatype-com-3567 298 28 ⊲ ⊲ CD www-sonatype-com-3567 298 29 Scheduling scheduling NN www-sonatype-com-3567 298 30 updating update VBG www-sonatype-com-3567 298 31 open open JJ www-sonatype-com-3567 298 32 source source NN www-sonatype-com-3567 298 33 dependencies dependency NNS www-sonatype-com-3567 298 34 as as IN www-sonatype-com-3567 298 35 part part NN www-sonatype-com-3567 298 36 of of IN www-sonatype-com-3567 298 37 our -PRON- PRP$ www-sonatype-com-3567 298 38 daily daily JJ www-sonatype-com-3567 298 39 work work NN www-sonatype-com-3567 298 40 ⊲ ⊲ CD www-sonatype-com-3567 298 41 We -PRON- PRP www-sonatype-com-3567 298 42 found find VBD www-sonatype-com-3567 298 43 it -PRON- PRP www-sonatype-com-3567 298 44 interesting interesting JJ www-sonatype-com-3567 298 45 that that IN www-sonatype-com-3567 298 46 all all PDT www-sonatype-com-3567 298 47 these these DT www-sonatype-com-3567 298 48 factors factor NNS www-sonatype-com-3567 298 49 relate relate VBP www-sonatype-com-3567 298 50 to to IN www-sonatype-com-3567 298 51 process process NN www-sonatype-com-3567 298 52 , , , www-sonatype-com-3567 298 53 not not RB www-sonatype-com-3567 298 54 technology technology NN www-sonatype-com-3567 298 55 . . . www-sonatype-com-3567 299 1 ⊲ ⊲ NFP www-sonatype-com-3567 299 2 We -PRON- PRP www-sonatype-com-3567 299 3 were be VBD www-sonatype-com-3567 299 4 surprised surprised JJ www-sonatype-com-3567 299 5 that that IN www-sonatype-com-3567 299 6 the the DT www-sonatype-com-3567 299 7 degree degree NN www-sonatype-com-3567 299 8 of of IN www-sonatype-com-3567 299 9 centralized centralize VBN www-sonatype-com-3567 299 10 governance governance NN www-sonatype-com-3567 299 11 was be VBD www-sonatype-com-3567 299 12 not not RB www-sonatype-com-3567 299 13 associated associate VBN www-sonatype-com-3567 299 14 with with IN www-sonatype-com-3567 299 15 increased increase VBN www-sonatype-com-3567 299 16 performance performance NN www-sonatype-com-3567 299 17 — — : www-sonatype-com-3567 299 18 this this DT www-sonatype-com-3567 299 19 likely likely RB www-sonatype-com-3567 299 20 indicates indicate VBZ www-sonatype-com-3567 299 21 that that IN www-sonatype-com-3567 299 22 there there EX www-sonatype-com-3567 299 23 are be VBP www-sonatype-com-3567 299 24 many many JJ www-sonatype-com-3567 299 25 organizational organizational JJ www-sonatype-com-3567 299 26 approaches approach NNS www-sonatype-com-3567 299 27 to to TO www-sonatype-com-3567 299 28 effectively effectively RB www-sonatype-com-3567 299 29 solve solve VB www-sonatype-com-3567 299 30 compliance compliance NN www-sonatype-com-3567 299 31 problems problem NNS www-sonatype-com-3567 299 32 . . . www-sonatype-com-3567 300 1 C c NN www-sonatype-com-3567 300 2 H h NN www-sonatype-com-3567 300 3 A a NN www-sonatype-com-3567 300 4 P p NN www-sonatype-com-3567 300 5 T t NN www-sonatype-com-3567 300 6 E e NN www-sonatype-com-3567 300 7 R r NN www-sonatype-com-3567 300 8 4 4 CD www-sonatype-com-3567 300 9 : : : www-sonatype-com-3567 300 10 H h NN www-sonatype-com-3567 300 11 O o NN www-sonatype-com-3567 300 12 W w NN www-sonatype-com-3567 300 13 H h NN www-sonatype-com-3567 300 14 IG ig NN www-sonatype-com-3567 300 15 H h NN www-sonatype-com-3567 300 16 P p NN www-sonatype-com-3567 300 17 E e NN www-sonatype-com-3567 300 18 R r NN www-sonatype-com-3567 300 19 F f NN www-sonatype-com-3567 300 20 O o NN www-sonatype-com-3567 300 21 R r NN www-sonatype-com-3567 300 22 M m NN www-sonatype-com-3567 300 23 A A NNP www-sonatype-com-3567 300 24 N n NN www-sonatype-com-3567 300 25 C c NN www-sonatype-com-3567 300 26 E e NN www-sonatype-com-3567 300 27 T t NN www-sonatype-com-3567 300 28 E e NN www-sonatype-com-3567 300 29 A a NN www-sonatype-com-3567 300 30 M m NN www-sonatype-com-3567 300 31 S s NN www-sonatype-com-3567 300 32 M M NNP www-sonatype-com-3567 300 33 A A NNP www-sonatype-com-3567 300 34 N N NNP www-sonatype-com-3567 300 35 A a NN www-sonatype-com-3567 300 36 G g NN www-sonatype-com-3567 300 37 E e NN www-sonatype-com-3567 300 38 O o NN www-sonatype-com-3567 300 39 P p NN www-sonatype-com-3567 300 40 E e NN www-sonatype-com-3567 300 41 N n NN www-sonatype-com-3567 300 42 S s NN www-sonatype-com-3567 300 43 O o NN www-sonatype-com-3567 300 44 U u NN www-sonatype-com-3567 300 45 R r NN www-sonatype-com-3567 300 46 C c NN www-sonatype-com-3567 300 47 E e NN www-sonatype-com-3567 300 48 S s NN www-sonatype-com-3567 300 49 O o NN www-sonatype-com-3567 300 50 F f NN www-sonatype-com-3567 300 51 T t NN www-sonatype-com-3567 300 52 W w NN www-sonatype-com-3567 300 53 A a NN www-sonatype-com-3567 300 54 R r NN www-sonatype-com-3567 300 55 E e NN www-sonatype-com-3567 300 56 S s NN www-sonatype-com-3567 300 57 U u NN www-sonatype-com-3567 300 58 P p NN www-sonatype-com-3567 300 59 P p NN www-sonatype-com-3567 300 60 LY ly NN www-sonatype-com-3567 300 61 C c NN www-sonatype-com-3567 300 62 H h NN www-sonatype-com-3567 300 63 A a NN www-sonatype-com-3567 300 64 IN in NN www-sonatype-com-3567 300 65 252020 252020 CD www-sonatype-com-3567 300 66 STATE STATE NNP www-sonatype-com-3567 300 67 OF of IN www-sonatype-com-3567 300 68 THE the DT www-sonatype-com-3567 300 69 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 300 70 SUPPLY supply NN www-sonatype-com-3567 300 71 CHAIN chain NN www-sonatype-com-3567 300 72 REPORT report NN www-sonatype-com-3567 300 73 Influencing Influencing NNP www-sonatype-com-3567 300 74 Productivity Productivity NNP www-sonatype-com-3567 300 75 Outcomes Outcomes NNP www-sonatype-com-3567 300 76 Factors Factors NNPS www-sonatype-com-3567 300 77 which which WDT www-sonatype-com-3567 300 78 influence influence VBP www-sonatype-com-3567 300 79 software software NN www-sonatype-com-3567 300 80 delivery delivery NN www-sonatype-com-3567 300 81 produc- produc- NN www-sonatype-com-3567 300 82 tivity tivity NN www-sonatype-com-3567 300 83 are be VBP www-sonatype-com-3567 300 84 notoriously notoriously RB www-sonatype-com-3567 300 85 elusive elusive JJ www-sonatype-com-3567 300 86 , , , www-sonatype-com-3567 300 87 although although IN www-sonatype-com-3567 300 88 the the DT www-sonatype-com-3567 300 89 State State NNP www-sonatype-com-3567 300 90 of of IN www-sonatype-com-3567 300 91 DevOps DevOps NNP www-sonatype-com-3567 300 92 Report Report NNP www-sonatype-com-3567 300 93 has have VBZ www-sonatype-com-3567 300 94 wonderfully wonderfully RB www-sonatype-com-3567 300 95 illuminated illuminate VBN www-sonatype-com-3567 300 96 its -PRON- PRP$ www-sonatype-com-3567 300 97 link link NN www-sonatype-com-3567 300 98 to to IN www-sonatype-com-3567 300 99 continuous continuous JJ www-sonatype-com-3567 300 100 delivery delivery NN www-sonatype-com-3567 300 101 , , , www-sonatype-com-3567 300 102 culture culture NN www-sonatype-com-3567 300 103 , , , www-sonatype-com-3567 300 104 lean lean JJ www-sonatype-com-3567 300 105 product product NN www-sonatype-com-3567 300 106 development development NN www-sonatype-com-3567 300 107 , , , www-sonatype-com-3567 300 108 etc etc FW www-sonatype-com-3567 300 109 . . . www-sonatype-com-3567 301 1 Our -PRON- PRP$ www-sonatype-com-3567 301 2 intent intent NN www-sonatype-com-3567 301 3 was be VBD www-sonatype-com-3567 301 4 to to TO www-sonatype-com-3567 301 5 further further RB www-sonatype-com-3567 301 6 explore explore VB www-sonatype-com-3567 301 7 other other JJ www-sonatype-com-3567 301 8 practices practice NNS www-sonatype-com-3567 301 9 that that WDT www-sonatype-com-3567 301 10 could could MD www-sonatype-com-3567 301 11 improve improve VB www-sonatype-com-3567 301 12 aspects aspect NNS www-sonatype-com-3567 301 13 of of IN www-sonatype-com-3567 301 14 productivity productivity NN www-sonatype-com-3567 301 15 , , , www-sonatype-com-3567 301 16 which which WDT www-sonatype-com-3567 301 17 revealed reveal VBD www-sonatype-com-3567 301 18 some some DT www-sonatype-com-3567 301 19 surprises surprise NNS www-sonatype-com-3567 301 20 . . . www-sonatype-com-3567 302 1 INFLUENCING INFLUENCING NNP www-sonatype-com-3567 302 2 PRODUCTIVITY PRODUCTIVITY NNP www-sonatype-com-3567 302 3 OUTCOMES OUTCOMES NNP www-sonatype-com-3567 302 4 : : : www-sonatype-com-3567 302 5 Developer developer NN www-sonatype-com-3567 302 6 Portability Portability NNP www-sonatype-com-3567 302 7 Measured measure VBN www-sonatype-com-3567 302 8 as as IN www-sonatype-com-3567 302 9 the the DT www-sonatype-com-3567 302 10 time time NN www-sonatype-com-3567 302 11 required require VBN www-sonatype-com-3567 302 12 for for IN www-sonatype-com-3567 302 13 developers developer NNS www-sonatype-com-3567 302 14 to to TO www-sonatype-com-3567 302 15 reach reach VB www-sonatype-com-3567 302 16 normal normal JJ www-sonatype-com-3567 302 17 productivity productivity NN www-sonatype-com-3567 302 18 when when WRB www-sonatype-com-3567 302 19 switching switch VBG www-sonatype-com-3567 302 20 teams team NNS www-sonatype-com-3567 302 21 . . . www-sonatype-com-3567 303 1 HYPOTHESIS HYPOTHESIS NNP www-sonatype-com-3567 303 2 RESULT RESULT NNP www-sonatype-com-3567 303 3 ( ( -LRB- www-sonatype-com-3567 303 4 R2 R2 NNP www-sonatype-com-3567 303 5 = = SYM www-sonatype-com-3567 303 6 0.15 0.15 CD www-sonatype-com-3567 303 7 ) ) -RRB- www-sonatype-com-3567 303 8 More more RBR www-sonatype-com-3567 303 9 centralized centralized JJ www-sonatype-com-3567 303 10 and and CC www-sonatype-com-3567 303 11 standardized standardize VBD www-sonatype-com-3567 303 12 DevOps DevOps NNP www-sonatype-com-3567 303 13 automation automation NN www-sonatype-com-3567 303 14 across across IN www-sonatype-com-3567 303 15 teams team NNS www-sonatype-com-3567 303 16 will will MD www-sonatype-com-3567 303 17 allow allow VB www-sonatype-com-3567 303 18 develop- develop- NNP www-sonatype-com-3567 303 19 ers ers NNP www-sonatype-com-3567 303 20 to to TO www-sonatype-com-3567 303 21 become become VB www-sonatype-com-3567 303 22 more more RBR www-sonatype-com-3567 303 23 productive productive JJ www-sonatype-com-3567 303 24 more more RBR www-sonatype-com-3567 303 25 quickly quickly RB www-sonatype-com-3567 303 26 when when WRB www-sonatype-com-3567 303 27 switching switch VBG www-sonatype-com-3567 303 28 between between IN www-sonatype-com-3567 303 29 teams team NNS www-sonatype-com-3567 303 30 . . . www-sonatype-com-3567 304 1 VALIDATED VALIDATED NNP www-sonatype-com-3567 304 2 . . . www-sonatype-com-3567 305 1 The the DT www-sonatype-com-3567 305 2 top top JJ www-sonatype-com-3567 305 3 two two CD www-sonatype-com-3567 305 4 factors factor NNS www-sonatype-com-3567 305 5 in in IN www-sonatype-com-3567 305 6 explaining explain VBG www-sonatype-com-3567 305 7 developer developer NN www-sonatype-com-3567 305 8 flexibility flexibility NN www-sonatype-com-3567 305 9 were be VBD www-sonatype-com-3567 305 10 : : : www-sonatype-com-3567 305 11 ⊲ ⊲ NFP www-sonatype-com-3567 305 12 Having have VBG www-sonatype-com-3567 305 13 a a DT www-sonatype-com-3567 305 14 centralized centralized JJ www-sonatype-com-3567 305 15 record record NN www-sonatype-com-3567 305 16 of of IN www-sonatype-com-3567 305 17 applications application NNS www-sonatype-com-3567 305 18 , , , www-sonatype-com-3567 305 19 their -PRON- PRP$ www-sonatype-com-3567 305 20 dependencies dependency NNS www-sonatype-com-3567 305 21 , , , www-sonatype-com-3567 305 22 and and CC www-sonatype-com-3567 305 23 the the DT www-sonatype-com-3567 305 24 associated associated JJ www-sonatype-com-3567 305 25 development development NN www-sonatype-com-3567 305 26 teams team NNS www-sonatype-com-3567 305 27 ⊲ ⊲ NFP www-sonatype-com-3567 305 28 Having have VBG www-sonatype-com-3567 305 29 automated automate VBN www-sonatype-com-3567 305 30 deployments deployment NNS www-sonatype-com-3567 305 31 INFLUENCING INFLUENCING NNP www-sonatype-com-3567 305 32 PRODUCTIVITY PRODUCTIVITY NNP www-sonatype-com-3567 305 33 OUTCOMES outcomes RB www-sonatype-com-3567 305 34 : : : www-sonatype-com-3567 305 35 OSS OSS NNP www-sonatype-com-3567 305 36 Component Component NNP www-sonatype-com-3567 305 37 Approval Approval NNP www-sonatype-com-3567 305 38 Times Times NNP www-sonatype-com-3567 305 39 Measured measure VBN www-sonatype-com-3567 305 40 as as IN www-sonatype-com-3567 305 41 the the DT www-sonatype-com-3567 305 42 time time NN www-sonatype-com-3567 305 43 it -PRON- PRP www-sonatype-com-3567 305 44 takes take VBZ www-sonatype-com-3567 305 45 for for IN www-sonatype-com-3567 305 46 developers developer NNS www-sonatype-com-3567 305 47 to to TO www-sonatype-com-3567 305 48 get get VB www-sonatype-com-3567 305 49 a a DT www-sonatype-com-3567 305 50 new new JJ www-sonatype-com-3567 305 51 OSS OSS NNP www-sonatype-com-3567 305 52 library library NN www-sonatype-com-3567 305 53 approved approve VBN www-sonatype-com-3567 305 54 for for IN www-sonatype-com-3567 305 55 use use NN www-sonatype-com-3567 305 56 . . . www-sonatype-com-3567 306 1 HYPOTHESIS HYPOTHESIS NNP www-sonatype-com-3567 306 2 RESULT RESULT NNP www-sonatype-com-3567 306 3 ( ( -LRB- www-sonatype-com-3567 306 4 R2 R2 NNP www-sonatype-com-3567 306 5 = = SYM www-sonatype-com-3567 306 6 0.16 0.16 CD www-sonatype-com-3567 306 7 ) ) -RRB- www-sonatype-com-3567 306 8 DISCUSSION DISCUSSION NNP www-sonatype-com-3567 306 9 Automation automation NN www-sonatype-com-3567 306 10 of of IN www-sonatype-com-3567 306 11 governance governance NN www-sonatype-com-3567 306 12 workflows workflow NNS www-sonatype-com-3567 306 13 and and CC www-sonatype-com-3567 306 14 monitoring monitoring NN www-sonatype-com-3567 306 15 would would MD www-sonatype-com-3567 306 16 be be VB www-sonatype-com-3567 306 17 a a DT www-sonatype-com-3567 306 18 primary primary JJ www-sonatype-com-3567 306 19 factor factor NN www-sonatype-com-3567 306 20 in in IN www-sonatype-com-3567 306 21 decreasing decrease VBG www-sonatype-com-3567 306 22 OSS OSS NNP www-sonatype-com-3567 306 23 approval approval NN www-sonatype-com-3567 306 24 times time NNS www-sonatype-com-3567 306 25 . . . www-sonatype-com-3567 307 1 CONFIRMED CONFIRMED NNP www-sonatype-com-3567 307 2 . . . www-sonatype-com-3567 308 1 * * NFP www-sonatype-com-3567 308 2 The the DT www-sonatype-com-3567 308 3 fastest fast JJS www-sonatype-com-3567 308 4 approval approval NN www-sonatype-com-3567 308 5 times time NNS www-sonatype-com-3567 308 6 were be VBD www-sonatype-com-3567 308 7 measured measure VBN www-sonatype-com-3567 308 8 in in IN www-sonatype-com-3567 308 9 the the DT www-sonatype-com-3567 308 10 Productivity Productivity NNP www-sonatype-com-3567 308 11 First First NNP www-sonatype-com-3567 308 12 group group NN www-sonatype-com-3567 308 13 , , , www-sonatype-com-3567 308 14 where where WRB www-sonatype-com-3567 308 15 72 72 CD www-sonatype-com-3567 308 16 % % NN www-sonatype-com-3567 308 17 reported report VBD www-sonatype-com-3567 308 18 “ " `` www-sonatype-com-3567 308 19 no no DT www-sonatype-com-3567 308 20 approval approval NN www-sonatype-com-3567 308 21 necessary necessary JJ www-sonatype-com-3567 308 22 . . . www-sonatype-com-3567 308 23 ” " '' www-sonatype-com-3567 308 24 Of of IN www-sonatype-com-3567 308 25 those those DT www-sonatype-com-3567 308 26 who who WP www-sonatype-com-3567 308 27 had have VBD www-sonatype-com-3567 308 28 an an DT www-sonatype-com-3567 308 29 approval approval NN www-sonatype-com-3567 308 30 process process NN www-sonatype-com-3567 308 31 , , , www-sonatype-com-3567 308 32 the the DT www-sonatype-com-3567 308 33 median median JJ www-sonatype-com-3567 308 34 approval approval NN www-sonatype-com-3567 308 35 time time NN www-sonatype-com-3567 308 36 was be VBD www-sonatype-com-3567 308 37 “ " `` www-sonatype-com-3567 308 38 less less JJR www-sonatype-com-3567 308 39 than than IN www-sonatype-com-3567 308 40 1 1 CD www-sonatype-com-3567 308 41 day day NN www-sonatype-com-3567 308 42 . . . www-sonatype-com-3567 308 43 ” " '' www-sonatype-com-3567 308 44 * * NFP www-sonatype-com-3567 308 45 While while IN www-sonatype-com-3567 308 46 approvals approval NNS www-sonatype-com-3567 308 47 were be VBD www-sonatype-com-3567 308 48 fast fast JJ www-sonatype-com-3567 308 49 , , , www-sonatype-com-3567 308 50 their -PRON- PRP$ www-sonatype-com-3567 308 51 process process NN www-sonatype-com-3567 308 52 lacked lack VBD www-sonatype-com-3567 308 53 effectiveness effectiveness NN www-sonatype-com-3567 308 54 , , , www-sonatype-com-3567 308 55 as as IN www-sonatype-com-3567 308 56 demonstrated demonstrate VBN www-sonatype-com-3567 308 57 by by IN www-sonatype-com-3567 308 58 the the DT www-sonatype-com-3567 308 59 cluster cluster NN www-sonatype-com-3567 308 60 ’s ’s POS www-sonatype-com-3567 308 61 poor poor JJ www-sonatype-com-3567 308 62 risk risk NN www-sonatype-com-3567 308 63 management management NN www-sonatype-com-3567 308 64 outcomes outcome NNS www-sonatype-com-3567 308 65 ( ( -LRB- www-sonatype-com-3567 308 66 SEE see UH www-sonatype-com-3567 308 67 FIGURE FIGURE NNP www-sonatype-com-3567 308 68 4B 4b NN www-sonatype-com-3567 308 69 ) ) -RRB- www-sonatype-com-3567 308 70 By by IN www-sonatype-com-3567 308 71 comparison comparison NN www-sonatype-com-3567 308 72 , , , www-sonatype-com-3567 308 73 the the DT www-sonatype-com-3567 308 74 High High NNP www-sonatype-com-3567 308 75 Performers Performers NNP www-sonatype-com-3567 308 76 cluster cluster NN www-sonatype-com-3567 308 77 had have VBD www-sonatype-com-3567 308 78 the the DT www-sonatype-com-3567 308 79 second second RB www-sonatype-com-3567 308 80 - - HYPH www-sonatype-com-3567 308 81 fastest fast JJS www-sonatype-com-3567 308 82 approval approval NN www-sonatype-com-3567 308 83 times time NNS www-sonatype-com-3567 308 84 overall overall RB www-sonatype-com-3567 308 85 , , , www-sonatype-com-3567 308 86 with with IN www-sonatype-com-3567 308 87 a a DT www-sonatype-com-3567 308 88 median median JJ www-sonatype-com-3567 308 89 approval approval NN www-sonatype-com-3567 308 90 time time NN www-sonatype-com-3567 308 91 of of IN www-sonatype-com-3567 308 92 “ " `` www-sonatype-com-3567 308 93 between between IN www-sonatype-com-3567 308 94 1 1 CD www-sonatype-com-3567 308 95 day day NN www-sonatype-com-3567 308 96 and and CC www-sonatype-com-3567 308 97 1 1 CD www-sonatype-com-3567 308 98 week week NN www-sonatype-com-3567 308 99 . . . www-sonatype-com-3567 308 100 ” " '' www-sonatype-com-3567 308 101 This this DT www-sonatype-com-3567 308 102 demonstrates demonstrate VBZ www-sonatype-com-3567 308 103 that that IN www-sonatype-com-3567 308 104 you -PRON- PRP www-sonatype-com-3567 308 105 can can MD www-sonatype-com-3567 308 106 have have VB www-sonatype-com-3567 308 107 great great JJ www-sonatype-com-3567 308 108 security security NN www-sonatype-com-3567 308 109 outcomes outcome NNS www-sonatype-com-3567 308 110 using use VBG www-sonatype-com-3567 308 111 automated automate VBN www-sonatype-com-3567 308 112 governance governance NN www-sonatype-com-3567 308 113 while while IN www-sonatype-com-3567 308 114 maintaining maintain VBG www-sonatype-com-3567 308 115 high high JJ www-sonatype-com-3567 308 116 productivity productivity NN www-sonatype-com-3567 308 117 . . . www-sonatype-com-3567 309 1 When when WRB www-sonatype-com-3567 309 2 we -PRON- PRP www-sonatype-com-3567 309 3 exclude exclude VBP www-sonatype-com-3567 309 4 all all DT www-sonatype-com-3567 309 5 “ " `` www-sonatype-com-3567 309 6 no no DT www-sonatype-com-3567 309 7 OSS oss NN www-sonatype-com-3567 309 8 approval approval NN www-sonatype-com-3567 309 9 necessary necessary JJ www-sonatype-com-3567 309 10 ” " '' www-sonatype-com-3567 309 11 respondents respondent NNS www-sonatype-com-3567 309 12 , , , www-sonatype-com-3567 309 13 the the DT www-sonatype-com-3567 309 14 top top JJ www-sonatype-com-3567 309 15 factors factor NNS www-sonatype-com-3567 309 16 associated associate VBN www-sonatype-com-3567 309 17 with with IN www-sonatype-com-3567 309 18 shorter short JJR www-sonatype-com-3567 309 19 approval approval NN www-sonatype-com-3567 309 20 times time NNS www-sonatype-com-3567 309 21 are be VBP www-sonatype-com-3567 309 22 “ " `` www-sonatype-com-3567 309 23 OSS OSS NNP www-sonatype-com-3567 309 24 Enlightenment Enlightenment NNP www-sonatype-com-3567 309 25 ” " '' www-sonatype-com-3567 309 26 , , , www-sonatype-com-3567 309 27 prioritizing prioritize VBG www-sonatype-com-3567 309 28 commercial commercial NN www-sonatype-com-3567 309 29 or or CC www-sonatype-com-3567 309 30 foundation foundation NN www-sonatype-com-3567 309 31 support support NN www-sonatype-com-3567 309 32 for for IN www-sonatype-com-3567 309 33 dependencies dependency NNS www-sonatype-com-3567 309 34 , , , www-sonatype-com-3567 309 35 and and CC www-sonatype-com-3567 309 36 centralizing centralize VBG www-sonatype-com-3567 309 37 scanning scanning NN www-sonatype-com-3567 309 38 for for IN www-sonatype-com-3567 309 39 OSS oss NN www-sonatype-com-3567 309 40 dependencies dependency NNS www-sonatype-com-3567 309 41 ⊲ ⊲ NFP www-sonatype-com-3567 309 42 It -PRON- PRP www-sonatype-com-3567 309 43 ’s ’ VBZ www-sonatype-com-3567 309 44 surprising surprising JJ www-sonatype-com-3567 309 45 to to TO www-sonatype-com-3567 309 46 see see VB www-sonatype-com-3567 309 47 OSS OSS NNP www-sonatype-com-3567 309 48 Enlightenment Enlightenment NNP www-sonatype-com-3567 309 49 here here RB www-sonatype-com-3567 309 50 , , , www-sonatype-com-3567 309 51 but but CC www-sonatype-com-3567 309 52 we -PRON- PRP www-sonatype-com-3567 309 53 suspect suspect VBP www-sonatype-com-3567 309 54 it -PRON- PRP www-sonatype-com-3567 309 55 ’s ’ VBZ www-sonatype-com-3567 309 56 because because IN www-sonatype-com-3567 309 57 having have VBG www-sonatype-com-3567 309 58 familiarity familiarity NN www-sonatype-com-3567 309 59 with with IN www-sonatype-com-3567 309 60 the the DT www-sonatype-com-3567 309 61 open open JJ www-sonatype-com-3567 309 62 source source NN www-sonatype-com-3567 309 63 community community NN www-sonatype-com-3567 309 64 leads lead VBZ www-sonatype-com-3567 309 65 to to IN www-sonatype-com-3567 309 66 faster fast JJR www-sonatype-com-3567 309 67 research research NN www-sonatype-com-3567 309 68 and and CC www-sonatype-com-3567 309 69 decision decision NN www-sonatype-com-3567 309 70 making making NN www-sonatype-com-3567 309 71 . . . www-sonatype-com-3567 310 1 ⊲ ⊲ NFP www-sonatype-com-3567 310 2 Prioritizing prioritize VBG www-sonatype-com-3567 310 3 the the DT www-sonatype-com-3567 310 4 identification identification NN www-sonatype-com-3567 310 5 of of IN www-sonatype-com-3567 310 6 commercial commercial JJ www-sonatype-com-3567 310 7 or or CC www-sonatype-com-3567 310 8 foundation foundation NN www-sonatype-com-3567 310 9 support support NN www-sonatype-com-3567 310 10 for for IN www-sonatype-com-3567 310 11 dependencies dependency NNS www-sonatype-com-3567 310 12 is be VBZ www-sonatype-com-3567 310 13 associated associate VBN www-sonatype-com-3567 310 14 with with IN www-sonatype-com-3567 310 15 slower slow JJR www-sonatype-com-3567 310 16 approval approval NN www-sonatype-com-3567 310 17 times time NNS www-sonatype-com-3567 310 18 , , , www-sonatype-com-3567 310 19 indicating indicate VBG www-sonatype-com-3567 310 20 that that IN www-sonatype-com-3567 310 21 this this DT www-sonatype-com-3567 310 22 takes take VBZ www-sonatype-com-3567 310 23 time time NN www-sonatype-com-3567 310 24 to to TO www-sonatype-com-3567 310 25 assess assess VB www-sonatype-com-3567 310 26 and and CC www-sonatype-com-3567 310 27 research research VB www-sonatype-com-3567 310 28 . . . www-sonatype-com-3567 311 1 ⊲ ⊲ NFP www-sonatype-com-3567 311 2 Having have VBG www-sonatype-com-3567 311 3 automated automate VBN www-sonatype-com-3567 311 4 , , , www-sonatype-com-3567 311 5 centralized centralized JJ www-sonatype-com-3567 311 6 scanning scanning NN www-sonatype-com-3567 311 7 of of IN www-sonatype-com-3567 311 8 OSS OSS NNP www-sonatype-com-3567 311 9 dependencies dependency NNS www-sonatype-com-3567 311 10 accelerates accelerate VBZ www-sonatype-com-3567 311 11 approval approval NN www-sonatype-com-3567 311 12 times time NNS www-sonatype-com-3567 311 13 , , , www-sonatype-com-3567 311 14 as as RB www-sonatype-com-3567 311 15 well well RB www-sonatype-com-3567 311 16 as as IN www-sonatype-com-3567 311 17 detection detection NN www-sonatype-com-3567 311 18 and and CC www-sonatype-com-3567 311 19 remediation remediation NN www-sonatype-com-3567 311 20 responses response NNS www-sonatype-com-3567 311 21 enabled enable VBD www-sonatype-com-3567 311 22 through through IN www-sonatype-com-3567 311 23 SBOMs SBOMs NNPS www-sonatype-com-3567 311 24 . . . www-sonatype-com-3567 312 1 INFLUENCING INFLUENCING NNP www-sonatype-com-3567 312 2 PRODUCTIVITY PRODUCTIVITY NNP www-sonatype-com-3567 312 3 OUTCOMES outcomes RB www-sonatype-com-3567 312 4 : : : www-sonatype-com-3567 312 5 Internal internal JJ www-sonatype-com-3567 312 6 Forks fork NNS www-sonatype-com-3567 312 7 Measured measure VBN www-sonatype-com-3567 312 8 as as IN www-sonatype-com-3567 312 9 how how WRB www-sonatype-com-3567 312 10 common common JJ www-sonatype-com-3567 312 11 it -PRON- PRP www-sonatype-com-3567 312 12 is be VBZ www-sonatype-com-3567 312 13 for for IN www-sonatype-com-3567 312 14 internally internally RB www-sonatype-com-3567 312 15 modified modify VBN www-sonatype-com-3567 312 16 versions version NNS www-sonatype-com-3567 312 17 of of IN www-sonatype-com-3567 312 18 open open JJ www-sonatype-com-3567 312 19 source source NN www-sonatype-com-3567 312 20 projects project NNS www-sonatype-com-3567 312 21 to to TO www-sonatype-com-3567 312 22 be be VB www-sonatype-com-3567 312 23 maintained maintain VBN www-sonatype-com-3567 312 24 . . . www-sonatype-com-3567 313 1 HYPOTHESIS HYPOTHESIS NNP www-sonatype-com-3567 313 2 RESULT RESULT NNP www-sonatype-com-3567 313 3 ( ( -LRB- www-sonatype-com-3567 313 4 R2 R2 NNP www-sonatype-com-3567 313 5 = = SYM www-sonatype-com-3567 313 6 0.16 0.16 CD www-sonatype-com-3567 313 7 ) ) -RRB- www-sonatype-com-3567 313 8 DISCUSSION DISCUSSION NNP www-sonatype-com-3567 313 9 Organizations Organizations NNP www-sonatype-com-3567 313 10 that that WDT www-sonatype-com-3567 313 11 take take VBP www-sonatype-com-3567 313 12 a a DT www-sonatype-com-3567 313 13 more more RBR www-sonatype-com-3567 313 14 active active JJ www-sonatype-com-3567 313 15 role role NN www-sonatype-com-3567 313 16 in in IN www-sonatype-com-3567 313 17 open open JJ www-sonatype-com-3567 313 18 source source NN www-sonatype-com-3567 313 19 development development NN www-sonatype-com-3567 313 20 will will MD www-sonatype-com-3567 313 21 maintain maintain VB www-sonatype-com-3567 313 22 fewer few JJR www-sonatype-com-3567 313 23 internal internal JJ www-sonatype-com-3567 313 24 forks fork NNS www-sonatype-com-3567 313 25 of of IN www-sonatype-com-3567 313 26 open open JJ www-sonatype-com-3567 313 27 source source NN www-sonatype-com-3567 313 28 projects project NNS www-sonatype-com-3567 313 29 . . . www-sonatype-com-3567 314 1 NOT not RB www-sonatype-com-3567 314 2 SUPPORTED support VBN www-sonatype-com-3567 314 3 . . . www-sonatype-com-3567 315 1 ⊲ ⊲ NFP www-sonatype-com-3567 315 2 We -PRON- PRP www-sonatype-com-3567 315 3 found find VBD www-sonatype-com-3567 315 4 that that IN www-sonatype-com-3567 315 5 High High NNP www-sonatype-com-3567 315 6 Performers Performers NNPS www-sonatype-com-3567 315 7 were be VBD www-sonatype-com-3567 315 8 more more RBR www-sonatype-com-3567 315 9 likely likely JJ www-sonatype-com-3567 315 10 to to TO www-sonatype-com-3567 315 11 maintain maintain VB www-sonatype-com-3567 315 12 internal internal JJ www-sonatype-com-3567 315 13 forks fork NNS www-sonatype-com-3567 315 14 of of IN www-sonatype-com-3567 315 15 open open JJ www-sonatype-com-3567 315 16 source source NN www-sonatype-com-3567 315 17 projects project NNS www-sonatype-com-3567 315 18 . . . www-sonatype-com-3567 316 1 Upon upon IN www-sonatype-com-3567 316 2 reflec- reflec- JJ www-sonatype-com-3567 316 3 tion tion NN www-sonatype-com-3567 316 4 , , , www-sonatype-com-3567 316 5 we -PRON- PRP www-sonatype-com-3567 316 6 believe believe VBP www-sonatype-com-3567 316 7 this this DT www-sonatype-com-3567 316 8 is be VBZ www-sonatype-com-3567 316 9 because because IN www-sonatype-com-3567 316 10 internal internal JJ www-sonatype-com-3567 316 11 versions version NNS www-sonatype-com-3567 316 12 are be VBP www-sonatype-com-3567 316 13 required require VBN www-sonatype-com-3567 316 14 to to TO www-sonatype-com-3567 316 15 make make VB www-sonatype-com-3567 316 16 changes change NNS www-sonatype-com-3567 316 17 and and CC www-sonatype-com-3567 316 18 develop develop VB www-sonatype-com-3567 316 19 new new JJ www-sonatype-com-3567 316 20 features feature NNS www-sonatype-com-3567 316 21 , , , www-sonatype-com-3567 316 22 even even RB www-sonatype-com-3567 316 23 when when WRB www-sonatype-com-3567 316 24 these these DT www-sonatype-com-3567 316 25 are be VBP www-sonatype-com-3567 316 26 being be VBG www-sonatype-com-3567 316 27 regularly regularly RB www-sonatype-com-3567 316 28 contributed contribute VBN www-sonatype-com-3567 316 29 back back RB www-sonatype-com-3567 316 30 . . . www-sonatype-com-3567 317 1 In in IN www-sonatype-com-3567 317 2 a a DT www-sonatype-com-3567 317 3 future future JJ www-sonatype-com-3567 317 4 survey survey NN www-sonatype-com-3567 317 5 , , , www-sonatype-com-3567 317 6 we -PRON- PRP www-sonatype-com-3567 317 7 will will MD www-sonatype-com-3567 317 8 ask ask VB www-sonatype-com-3567 317 9 about about IN www-sonatype-com-3567 317 10 long long RB www-sonatype-com-3567 317 11 - - HYPH www-sonatype-com-3567 317 12 lived live VBN www-sonatype-com-3567 317 13 internal internal JJ www-sonatype-com-3567 317 14 forks fork NNS www-sonatype-com-3567 317 15 that that WDT www-sonatype-com-3567 317 16 diverge diverge VBP www-sonatype-com-3567 317 17 from from IN www-sonatype-com-3567 317 18 the the DT www-sonatype-com-3567 317 19 original original JJ www-sonatype-com-3567 317 20 repository repository NN www-sonatype-com-3567 317 21 in in IN www-sonatype-com-3567 317 22 order order NN www-sonatype-com-3567 317 23 to to TO www-sonatype-com-3567 317 24 better well RBR www-sonatype-com-3567 317 25 capture capture VB www-sonatype-com-3567 317 26 the the DT www-sonatype-com-3567 317 27 distinction distinction NN www-sonatype-com-3567 317 28 between between IN www-sonatype-com-3567 317 29 forking fork VBG www-sonatype-com-3567 317 30 to to TO www-sonatype-com-3567 317 31 contribute contribute VB www-sonatype-com-3567 317 32 back back RB www-sonatype-com-3567 317 33 ( ( -LRB- www-sonatype-com-3567 317 34 generally generally RB www-sonatype-com-3567 317 35 good good JJ www-sonatype-com-3567 317 36 ) ) -RRB- www-sonatype-com-3567 317 37 and and CC www-sonatype-com-3567 317 38 forking fork VBG www-sonatype-com-3567 317 39 to to TO www-sonatype-com-3567 317 40 avoid avoid VB www-sonatype-com-3567 317 41 keeping keep VBG www-sonatype-com-3567 317 42 up up RB www-sonatype-com-3567 317 43 - - HYPH www-sonatype-com-3567 317 44 to to IN www-sonatype-com-3567 317 45 - - HYPH www-sonatype-com-3567 317 46 date date NN www-sonatype-com-3567 317 47 ( ( -LRB- www-sonatype-com-3567 317 48 generally generally RB www-sonatype-com-3567 317 49 bad bad JJ www-sonatype-com-3567 317 50 ) ) -RRB- www-sonatype-com-3567 317 51 . . . www-sonatype-com-3567 318 1 C c NN www-sonatype-com-3567 318 2 H h NN www-sonatype-com-3567 318 3 A a NN www-sonatype-com-3567 318 4 P p NN www-sonatype-com-3567 318 5 T t NN www-sonatype-com-3567 318 6 E e NN www-sonatype-com-3567 318 7 R r NN www-sonatype-com-3567 318 8 4 4 CD www-sonatype-com-3567 318 9 : : : www-sonatype-com-3567 318 10 H h NN www-sonatype-com-3567 318 11 O o NN www-sonatype-com-3567 318 12 W w NN www-sonatype-com-3567 318 13 H h NN www-sonatype-com-3567 318 14 IG ig NN www-sonatype-com-3567 318 15 H h NN www-sonatype-com-3567 318 16 P p NN www-sonatype-com-3567 318 17 E e NN www-sonatype-com-3567 318 18 R r NN www-sonatype-com-3567 318 19 F f NN www-sonatype-com-3567 318 20 O o NN www-sonatype-com-3567 318 21 R r NN www-sonatype-com-3567 318 22 M m NN www-sonatype-com-3567 318 23 A A NNP www-sonatype-com-3567 318 24 N n NN www-sonatype-com-3567 318 25 C c NN www-sonatype-com-3567 318 26 E e NN www-sonatype-com-3567 318 27 T t NN www-sonatype-com-3567 318 28 E e NN www-sonatype-com-3567 318 29 A a NN www-sonatype-com-3567 318 30 M m NN www-sonatype-com-3567 318 31 S s NN www-sonatype-com-3567 318 32 M M NNP www-sonatype-com-3567 318 33 A A NNP www-sonatype-com-3567 318 34 N N NNP www-sonatype-com-3567 318 35 A a NN www-sonatype-com-3567 318 36 G g NN www-sonatype-com-3567 318 37 E e NN www-sonatype-com-3567 318 38 O o NN www-sonatype-com-3567 318 39 P p NN www-sonatype-com-3567 318 40 E e NN www-sonatype-com-3567 318 41 N n NN www-sonatype-com-3567 318 42 S s NN www-sonatype-com-3567 318 43 O o NN www-sonatype-com-3567 318 44 U u NN www-sonatype-com-3567 318 45 R r NN www-sonatype-com-3567 318 46 C c NN www-sonatype-com-3567 318 47 E e NN www-sonatype-com-3567 318 48 S s NN www-sonatype-com-3567 318 49 O o NN www-sonatype-com-3567 318 50 F f NN www-sonatype-com-3567 318 51 T t NN www-sonatype-com-3567 318 52 W w NN www-sonatype-com-3567 318 53 A a NN www-sonatype-com-3567 318 54 R r NN www-sonatype-com-3567 318 55 E e NN www-sonatype-com-3567 318 56 S s NN www-sonatype-com-3567 318 57 U u NN www-sonatype-com-3567 318 58 P p NN www-sonatype-com-3567 318 59 P p NN www-sonatype-com-3567 318 60 LY ly NN www-sonatype-com-3567 318 61 C c NN www-sonatype-com-3567 318 62 H h NN www-sonatype-com-3567 318 63 A a NN www-sonatype-com-3567 318 64 IN in NN www-sonatype-com-3567 318 65 262020 262020 CD www-sonatype-com-3567 318 66 STATE STATE NNP www-sonatype-com-3567 318 67 OF of IN www-sonatype-com-3567 318 68 THE the DT www-sonatype-com-3567 318 69 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 318 70 SUPPLY supply NN www-sonatype-com-3567 318 71 CHAIN chain NN www-sonatype-com-3567 318 72 REPORT REPORT VBZ www-sonatype-com-3567 318 73 INFLUENCING influencing NN www-sonatype-com-3567 318 74 JOB job NN www-sonatype-com-3567 318 75 SATISFACTION satisfaction NN www-sonatype-com-3567 318 76 : : : www-sonatype-com-3567 318 77 Work work NN www-sonatype-com-3567 318 78 Attitudes Attitudes NNPS www-sonatype-com-3567 318 79 and and CC www-sonatype-com-3567 318 80 Motivation Motivation NNP www-sonatype-com-3567 318 81 Measured measure VBD www-sonatype-com-3567 318 82 various various JJ www-sonatype-com-3567 318 83 aspects aspect NNS www-sonatype-com-3567 318 84 of of IN www-sonatype-com-3567 318 85 work work NN www-sonatype-com-3567 318 86 including include VBG www-sonatype-com-3567 318 87 organizational organizational JJ www-sonatype-com-3567 318 88 support support NN www-sonatype-com-3567 318 89 , , , www-sonatype-com-3567 318 90 level level NN www-sonatype-com-3567 318 91 of of IN www-sonatype-com-3567 318 92 fit fit NN www-sonatype-com-3567 318 93 between between IN www-sonatype-com-3567 318 94 skills skill NNS www-sonatype-com-3567 318 95 and and CC www-sonatype-com-3567 318 96 tasks task NNS www-sonatype-com-3567 318 97 , , , www-sonatype-com-3567 318 98 and and CC www-sonatype-com-3567 318 99 ability ability NN www-sonatype-com-3567 318 100 to to TO www-sonatype-com-3567 318 101 complete complete VB www-sonatype-com-3567 318 102 work work NN www-sonatype-com-3567 318 103 . . . www-sonatype-com-3567 319 1 HYPOTHESIS HYPOTHESIS NNP www-sonatype-com-3567 319 2 RESULT RESULT NNP www-sonatype-com-3567 319 3 ( ( -LRB- www-sonatype-com-3567 319 4 R2 R2 NNP www-sonatype-com-3567 319 5 = = SYM www-sonatype-com-3567 319 6 0.27 0.27 CD www-sonatype-com-3567 319 7 ) ) -RRB- www-sonatype-com-3567 319 8 DISCUSSION DISCUSSION NNP www-sonatype-com-3567 319 9 High High NNP www-sonatype-com-3567 319 10 Performers Performers NNP www-sonatype-com-3567 319 11 would would MD www-sonatype-com-3567 319 12 not not RB www-sonatype-com-3567 319 13 only only RB www-sonatype-com-3567 319 14 have have VB www-sonatype-com-3567 319 15 better well JJR www-sonatype-com-3567 319 16 security security NN www-sonatype-com-3567 319 17 and and CC www-sonatype-com-3567 319 18 higher high JJR www-sonatype-com-3567 319 19 productivity productivity NN www-sonatype-com-3567 319 20 , , , www-sonatype-com-3567 319 21 but but CC www-sonatype-com-3567 319 22 also also RB www-sonatype-com-3567 319 23 higher high JJR www-sonatype-com-3567 319 24 job job NN www-sonatype-com-3567 319 25 satisfaction satisfaction NN www-sonatype-com-3567 319 26 ; ; : www-sonatype-com-3567 319 27 we -PRON- PRP www-sonatype-com-3567 319 28 did do VBD www-sonatype-com-3567 319 29 n’t not RB www-sonatype-com-3567 319 30 hypothesize hypothesize VB www-sonatype-com-3567 319 31 about about IN www-sonatype-com-3567 319 32 any any DT www-sonatype-com-3567 319 33 specific specific JJ www-sonatype-com-3567 319 34 factors factor NNS www-sonatype-com-3567 319 35 , , , www-sonatype-com-3567 319 36 but but CC www-sonatype-com-3567 319 37 we -PRON- PRP www-sonatype-com-3567 319 38 were be VBD www-sonatype-com-3567 319 39 curious curious JJ www-sonatype-com-3567 319 40 about about IN www-sonatype-com-3567 319 41 what what WP www-sonatype-com-3567 319 42 factors factor NNS www-sonatype-com-3567 319 43 were be VBD www-sonatype-com-3567 319 44 associated associate VBN www-sonatype-com-3567 319 45 with with IN www-sonatype-com-3567 319 46 high high JJ www-sonatype-com-3567 319 47 job job NN www-sonatype-com-3567 319 48 satisfaction satisfaction NN www-sonatype-com-3567 319 49 . . . www-sonatype-com-3567 320 1 CONFIRMED CONFIRMED NNP www-sonatype-com-3567 320 2 . . . www-sonatype-com-3567 321 1 ⊲ ⊲ NFP www-sonatype-com-3567 321 2 We -PRON- PRP www-sonatype-com-3567 321 3 found find VBD www-sonatype-com-3567 321 4 a a DT www-sonatype-com-3567 321 5 surprisingly surprisingly RB www-sonatype-com-3567 321 6 high high JJ www-sonatype-com-3567 321 7 correlation correlation NN www-sonatype-com-3567 321 8 approaching approach VBG www-sonatype-com-3567 321 9 the the DT www-sonatype-com-3567 321 10 levels level NNS www-sonatype-com-3567 321 11 we -PRON- PRP www-sonatype-com-3567 321 12 saw see VBD www-sonatype-com-3567 321 13 with with IN www-sonatype-com-3567 321 14 security security NN www-sonatype-com-3567 321 15 - - HYPH www-sonatype-com-3567 321 16 related relate VBN www-sonatype-com-3567 321 17 outcomes outcome NNS www-sonatype-com-3567 321 18 . . . www-sonatype-com-3567 322 1 The the DT www-sonatype-com-3567 322 2 top top JJ www-sonatype-com-3567 322 3 factors factor NNS www-sonatype-com-3567 322 4 were be VBD www-sonatype-com-3567 322 5 : : : www-sonatype-com-3567 322 6 ɡ ɡ LS www-sonatype-com-3567 322 7 How how WRB www-sonatype-com-3567 322 8 well well RB www-sonatype-com-3567 322 9 an an DT www-sonatype-com-3567 322 10 open open JJ www-sonatype-com-3567 322 11 source source NN www-sonatype-com-3567 322 12 risk risk NN www-sonatype-com-3567 322 13 management management NN www-sonatype-com-3567 322 14 initiative initiative NN www-sonatype-com-3567 322 15 was be VBD www-sonatype-com-3567 322 16 resourced resource VBN www-sonatype-com-3567 322 17 and and CC www-sonatype-com-3567 322 18 supported support VBN www-sonatype-com-3567 322 19 ɡ ɡ NN www-sonatype-com-3567 322 20 When when WRB www-sonatype-com-3567 322 21 test test NN www-sonatype-com-3567 322 22 suites suite NNS www-sonatype-com-3567 322 23 were be VBD www-sonatype-com-3567 322 24 used use VBN www-sonatype-com-3567 322 25 — — : www-sonatype-com-3567 322 26 and and CC www-sonatype-com-3567 322 27 tests test NNS www-sonatype-com-3567 322 28 passed pass VBD www-sonatype-com-3567 322 29 — — : www-sonatype-com-3567 322 30 there there EX www-sonatype-com-3567 322 31 was be VBD www-sonatype-com-3567 322 32 higher high JJR www-sonatype-com-3567 322 33 confidence confidence NN www-sonatype-com-3567 322 34 that that IN www-sonatype-com-3567 322 35 the the DT www-sonatype-com-3567 322 36 application application NN www-sonatype-com-3567 322 37 would would MD www-sonatype-com-3567 322 38 operate operate VB www-sonatype-com-3567 322 39 as as IN www-sonatype-com-3567 322 40 intended intend VBN www-sonatype-com-3567 322 41 in in IN www-sonatype-com-3567 322 42 production production NN www-sonatype-com-3567 322 43 . . . www-sonatype-com-3567 323 1 ɡ ɡ LS www-sonatype-com-3567 323 2 Where where WRB www-sonatype-com-3567 323 3 application application NN www-sonatype-com-3567 323 4 deployments deployment NNS www-sonatype-com-3567 323 5 ( ( -LRB- www-sonatype-com-3567 323 6 including include VBG www-sonatype-com-3567 323 7 configurations configuration NNS www-sonatype-com-3567 323 8 ) ) -RRB- www-sonatype-com-3567 323 9 were be VBD www-sonatype-com-3567 323 10 fully fully RB www-sonatype-com-3567 323 11 automated automate VBN www-sonatype-com-3567 323 12 ɡ ɡ NN www-sonatype-com-3567 323 13 Where where WRB www-sonatype-com-3567 323 14 agile agile JJ www-sonatype-com-3567 323 15 or or CC www-sonatype-com-3567 323 16 DevOps DevOps NNP www-sonatype-com-3567 323 17 development development NN www-sonatype-com-3567 323 18 practices practice NNS www-sonatype-com-3567 323 19 were be VBD www-sonatype-com-3567 323 20 in in IN www-sonatype-com-3567 323 21 place place NN www-sonatype-com-3567 323 22 ɡ ɡ NNP www-sonatype-com-3567 323 23 When when WRB www-sonatype-com-3567 323 24 OSS OSS NNP www-sonatype-com-3567 323 25 Enlightenment Enlightenment NNP www-sonatype-com-3567 323 26 ( ( -LRB- www-sonatype-com-3567 323 27 defined define VBN www-sonatype-com-3567 323 28 above above RB www-sonatype-com-3567 323 29 ) ) -RRB- www-sonatype-com-3567 323 30 was be VBD www-sonatype-com-3567 323 31 present present JJ www-sonatype-com-3567 323 32 Influencing Influencing NNP www-sonatype-com-3567 323 33 Job Job NNP www-sonatype-com-3567 323 34 Satisfaction Satisfaction NNP www-sonatype-com-3567 323 35 This this DT www-sonatype-com-3567 323 36 year year NN www-sonatype-com-3567 323 37 ’s ’s POS www-sonatype-com-3567 323 38 survey survey NN www-sonatype-com-3567 323 39 measured measure VBD www-sonatype-com-3567 323 40 job job NN www-sonatype-com-3567 323 41 satisfaction satisfaction NN www-sonatype-com-3567 323 42 by by IN www-sonatype-com-3567 323 43 five five CD www-sonatype-com-3567 323 44 questions question NNS www-sonatype-com-3567 323 45 about about IN www-sonatype-com-3567 323 46 various various JJ www-sonatype-com-3567 323 47 aspects aspect NNS www-sonatype-com-3567 323 48 of of IN www-sonatype-com-3567 323 49 work work NN www-sonatype-com-3567 323 50 including include VBG www-sonatype-com-3567 323 51 organizational organizational JJ www-sonatype-com-3567 323 52 support support NN www-sonatype-com-3567 323 53 , , , www-sonatype-com-3567 323 54 level level NN www-sonatype-com-3567 323 55 of of IN www-sonatype-com-3567 323 56 fit fit NN www-sonatype-com-3567 323 57 between between IN www-sonatype-com-3567 323 58 skills skill NNS www-sonatype-com-3567 323 59 and and CC www-sonatype-com-3567 323 60 tasks task NNS www-sonatype-com-3567 323 61 , , , www-sonatype-com-3567 323 62 and and CC www-sonatype-com-3567 323 63 ability ability NN www-sonatype-com-3567 323 64 to to TO www-sonatype-com-3567 323 65 complete complete VB www-sonatype-com-3567 323 66 work work NN www-sonatype-com-3567 323 67 . . . www-sonatype-com-3567 324 1 Interestingly interestingly RB www-sonatype-com-3567 324 2 , , , www-sonatype-com-3567 324 3 the the DT www-sonatype-com-3567 324 4 most most RBS www-sonatype-com-3567 324 5 predictive predictive JJ www-sonatype-com-3567 324 6 question question NN www-sonatype-com-3567 324 7 of of IN www-sonatype-com-3567 324 8 job job NN www-sonatype-com-3567 324 9 satisfaction satisfaction NN www-sonatype-com-3567 324 10 was be VBD www-sonatype-com-3567 324 11 “ " `` www-sonatype-com-3567 324 12 How how WRB www-sonatype-com-3567 324 13 is be VBZ www-sonatype-com-3567 324 14 your -PRON- PRP$ www-sonatype-com-3567 324 15 current current JJ www-sonatype-com-3567 324 16 open open JJ www-sonatype-com-3567 324 17 source source NN www-sonatype-com-3567 324 18 risk risk NN www-sonatype-com-3567 324 19 management management NN www-sonatype-com-3567 324 20 initiative initiative NN www-sonatype-com-3567 324 21 resourced resource VBD www-sonatype-com-3567 324 22 and and CC www-sonatype-com-3567 324 23 supported support VBN www-sonatype-com-3567 324 24 ? ? . www-sonatype-com-3567 324 25 ” " '' www-sonatype-com-3567 324 26 This this DT www-sonatype-com-3567 324 27 was be VBD www-sonatype-com-3567 324 28 the the DT www-sonatype-com-3567 324 29 most most RBS www-sonatype-com-3567 324 30 detailed detailed JJ www-sonatype-com-3567 324 31 question question NN www-sonatype-com-3567 324 32 we -PRON- PRP www-sonatype-com-3567 324 33 asked ask VBD www-sonatype-com-3567 324 34 regarding regard VBG www-sonatype-com-3567 324 35 general general JJ www-sonatype-com-3567 324 36 organizational organizational JJ www-sonatype-com-3567 324 37 support support NN www-sonatype-com-3567 324 38 and and CC www-sonatype-com-3567 324 39 included include VBD www-sonatype-com-3567 324 40 sub sub NN www-sonatype-com-3567 324 41 - - NNS www-sonatype-com-3567 324 42 questions question NNS www-sonatype-com-3567 324 43 about about IN www-sonatype-com-3567 324 44 executive executive JJ www-sonatype-com-3567 324 45 support support NN www-sonatype-com-3567 324 46 , , , www-sonatype-com-3567 324 47 budget budget NN www-sonatype-com-3567 324 48 , , , www-sonatype-com-3567 324 49 tooling tooling NN www-sonatype-com-3567 324 50 , , , www-sonatype-com-3567 324 51 and and CC www-sonatype-com-3567 324 52 documentation documentation NN www-sonatype-com-3567 324 53 . . . www-sonatype-com-3567 325 1 We -PRON- PRP www-sonatype-com-3567 325 2 suspect suspect VBP www-sonatype-com-3567 325 3 that that IN www-sonatype-com-3567 325 4 this this DT www-sonatype-com-3567 325 5 relationship relationship NN www-sonatype-com-3567 325 6 is be VBZ www-sonatype-com-3567 325 7 highlighting highlight VBG www-sonatype-com-3567 325 8 a a DT www-sonatype-com-3567 325 9 connection connection NN www-sonatype-com-3567 325 10 between between IN www-sonatype-com-3567 325 11 level level NN www-sonatype-com-3567 325 12 of of IN www-sonatype-com-3567 325 13 employee employee NN www-sonatype-com-3567 325 14 support support NN www-sonatype-com-3567 325 15 and and CC www-sonatype-com-3567 325 16 job job NN www-sonatype-com-3567 325 17 satisfac- satisfac- VBG www-sonatype-com-3567 325 18 tion tion NN www-sonatype-com-3567 325 19 rather rather RB www-sonatype-com-3567 325 20 than than IN www-sonatype-com-3567 325 21 an an DT www-sonatype-com-3567 325 22 effect effect NN www-sonatype-com-3567 325 23 specific specific JJ www-sonatype-com-3567 325 24 to to IN www-sonatype-com-3567 325 25 support support NN www-sonatype-com-3567 325 26 of of IN www-sonatype-com-3567 325 27 open open JJ www-sonatype-com-3567 325 28 source source NN www-sonatype-com-3567 325 29 risk risk NN www-sonatype-com-3567 325 30 management management NN www-sonatype-com-3567 325 31 initiatives initiative NNS www-sonatype-com-3567 325 32 . . . www-sonatype-com-3567 326 1 In in IN www-sonatype-com-3567 326 2 future future JJ www-sonatype-com-3567 326 3 surveys survey NNS www-sonatype-com-3567 326 4 we -PRON- PRP www-sonatype-com-3567 326 5 will will MD www-sonatype-com-3567 326 6 ask ask VB www-sonatype-com-3567 326 7 more more RBR www-sonatype-com-3567 326 8 general general JJ www-sonatype-com-3567 326 9 “ " `` www-sonatype-com-3567 326 10 organizational organizational JJ www-sonatype-com-3567 326 11 support support NN www-sonatype-com-3567 326 12 ” " '' www-sonatype-com-3567 326 13 questions question NNS www-sonatype-com-3567 326 14 to to TO www-sonatype-com-3567 326 15 evaluate evaluate VB www-sonatype-com-3567 326 16 this this DT www-sonatype-com-3567 326 17 hypothesis hypothesis NN www-sonatype-com-3567 326 18 . . . www-sonatype-com-3567 327 1 The the DT www-sonatype-com-3567 327 2 usage usage NN www-sonatype-com-3567 327 3 of of IN www-sonatype-com-3567 327 4 Agile Agile NNP www-sonatype-com-3567 327 5 or or CC www-sonatype-com-3567 327 6 DevOps DevOps NNP www-sonatype-com-3567 327 7 practices practice NNS www-sonatype-com-3567 327 8 , , , www-sonatype-com-3567 327 9 as as RB www-sonatype-com-3567 327 10 well well RB www-sonatype-com-3567 327 11 as as IN www-sonatype-com-3567 327 12 automated automate VBN www-sonatype-com-3567 327 13 deployments deployment NNS www-sonatype-com-3567 327 14 and and CC www-sonatype-com-3567 327 15 their -PRON- PRP$ www-sonatype-com-3567 327 16 impact impact NN www-sonatype-com-3567 327 17 on on IN www-sonatype-com-3567 327 18 job job NN www-sonatype-com-3567 327 19 satisfaction satisfaction NN www-sonatype-com-3567 327 20 are be VBP www-sonatype-com-3567 327 21 very very RB www-sonatype-com-3567 327 22 similar similar JJ www-sonatype-com-3567 327 23 to to IN www-sonatype-com-3567 327 24 the the DT www-sonatype-com-3567 327 25 early early JJ www-sonatype-com-3567 327 26 results result NNS www-sonatype-com-3567 327 27 from from IN www-sonatype-com-3567 327 28 the the DT www-sonatype-com-3567 327 29 State State NNP www-sonatype-com-3567 327 30 of of IN www-sonatype-com-3567 327 31 DevOps DevOps NNP www-sonatype-com-3567 327 32 Research Research NNP www-sonatype-com-3567 327 33 ( ( -LRB- www-sonatype-com-3567 327 34 cite cite NN www-sonatype-com-3567 327 35 : : : www-sonatype-com-3567 327 36 Dr. Dr. NNP www-sonatype-com-3567 327 37 Nicole Nicole NNP www-sonatype-com-3567 327 38 Forsgren Forsgren NNP www-sonatype-com-3567 327 39 , , , www-sonatype-com-3567 327 40 Jez Jez NNP www-sonatype-com-3567 327 41 Humble Humble NNP www-sonatype-com-3567 327 42 , , , www-sonatype-com-3567 327 43 Gene Gene NNP www-sonatype-com-3567 327 44 Kim Kim NNP www-sonatype-com-3567 327 45 , , , www-sonatype-com-3567 327 46 2015 2015 CD www-sonatype-com-3567 327 47 Puppet Puppet NNP www-sonatype-com-3567 327 48 Labs Labs NNP www-sonatype-com-3567 327 49 State State NNP www-sonatype-com-3567 327 50 of of IN www-sonatype-com-3567 327 51 DevOps DevOps NNP www-sonatype-com-3567 327 52 Report.31 Report.31 VBD www-sonatype-com-3567 327 53 Guidance Guidance NNP www-sonatype-com-3567 327 54 for for IN www-sonatype-com-3567 327 55 Enterprise Enterprise NNP www-sonatype-com-3567 327 56 Development development NN www-sonatype-com-3567 327 57 Teams team NNS www-sonatype-com-3567 327 58 Our -PRON- PRP$ www-sonatype-com-3567 327 59 research research NN www-sonatype-com-3567 327 60 shows show VBZ www-sonatype-com-3567 327 61 that that IN www-sonatype-com-3567 327 62 faster fast JJR www-sonatype-com-3567 327 63 innovation innovation NN www-sonatype-com-3567 327 64 and and CC www-sonatype-com-3567 327 65 better well JJR www-sonatype-com-3567 327 66 risk risk NN www-sonatype-com-3567 327 67 management management NN www-sonatype-com-3567 327 68 are be VBP www-sonatype-com-3567 327 69 not not RB www-sonatype-com-3567 327 70 mutually mutually RB www-sonatype-com-3567 327 71 exclu- exclu- VBZ www-sonatype-com-3567 327 72 sive sive JJ www-sonatype-com-3567 327 73 . . . www-sonatype-com-3567 328 1 Indeed indeed RB www-sonatype-com-3567 328 2 , , , www-sonatype-com-3567 328 3 High High NNP www-sonatype-com-3567 328 4 Performance Performance NNP www-sonatype-com-3567 328 5 engineering engineering NN www-sonatype-com-3567 328 6 teams team NNS www-sonatype-com-3567 328 7 are be VBP www-sonatype-com-3567 328 8 accelerating accelerate VBG www-sonatype-com-3567 328 9 velocity velocity NN www-sonatype-com-3567 328 10 while while IN www-sonatype-com-3567 328 11 simultaneously simultaneously RB www-sonatype-com-3567 328 12 reducing reduce VBG www-sonatype-com-3567 328 13 security security NN www-sonatype-com-3567 328 14 and and CC www-sonatype-com-3567 328 15 licensing licensing NN www-sonatype-com-3567 328 16 risks risk NNS www-sonatype-com-3567 328 17 . . . www-sonatype-com-3567 329 1 Our -PRON- PRP$ www-sonatype-com-3567 329 2 investigation investigation NN www-sonatype-com-3567 329 3 into into IN www-sonatype-com-3567 329 4 measures measure NNS www-sonatype-com-3567 329 5 of of IN www-sonatype-com-3567 329 6 high high JJ www-sonatype-com-3567 329 7 performance performance NN www-sonatype-com-3567 329 8 component component NN www-sonatype-com-3567 329 9 - - HYPH www-sonatype-com-3567 329 10 based base VBN www-sonatype-com-3567 329 11 software software NN www-sonatype-com-3567 329 12 development development NN www-sonatype-com-3567 329 13 and and CC www-sonatype-com-3567 329 14 deliv- deliv- JJ www-sonatype-com-3567 329 15 ery ery NN www-sonatype-com-3567 329 16 helped help VBD www-sonatype-com-3567 329 17 us -PRON- PRP www-sonatype-com-3567 329 18 confirm confirm VB www-sonatype-com-3567 329 19 four four CD www-sonatype-com-3567 329 20 overarching overarching JJ www-sonatype-com-3567 329 21 , , , www-sonatype-com-3567 329 22 compelling compelling JJ www-sonatype-com-3567 329 23 and and CC www-sonatype-com-3567 329 24 predictable predictable JJ www-sonatype-com-3567 329 25 criteria criterion NNS www-sonatype-com-3567 329 26 : : : www-sonatype-com-3567 329 27 time time NN www-sonatype-com-3567 329 28 to to TO www-sonatype-com-3567 329 29 update update VB www-sonatype-com-3567 329 30 depen- depen- FW www-sonatype-com-3567 329 31 dencies dencie NNS www-sonatype-com-3567 329 32 , , , www-sonatype-com-3567 329 33 deployment deployment NN www-sonatype-com-3567 329 34 frequency frequency NN www-sonatype-com-3567 329 35 , , , www-sonatype-com-3567 329 36 time time NN www-sonatype-com-3567 329 37 required require VBN www-sonatype-com-3567 329 38 for for IN www-sonatype-com-3567 329 39 developers developer NNS www-sonatype-com-3567 329 40 to to TO www-sonatype-com-3567 329 41 be be VB www-sonatype-com-3567 329 42 productive productive JJ www-sonatype-com-3567 329 43 when when WRB www-sonatype-com-3567 329 44 switching switch VBG www-sonatype-com-3567 329 45 teams team NNS www-sonatype-com-3567 329 46 , , , www-sonatype-com-3567 329 47 and and CC www-sonatype-com-3567 329 48 time time NN www-sonatype-com-3567 329 49 to to TO www-sonatype-com-3567 329 50 detect detect VB www-sonatype-com-3567 329 51 and and CC www-sonatype-com-3567 329 52 remediate remediate VB www-sonatype-com-3567 329 53 defective defective JJ www-sonatype-com-3567 329 54 components component NNS www-sonatype-com-3567 329 55 . . . www-sonatype-com-3567 330 1 Teams team NNS www-sonatype-com-3567 330 2 striving strive VBG www-sonatype-com-3567 330 3 for for IN www-sonatype-com-3567 330 4 productivity productivity NN www-sonatype-com-3567 330 5 and and CC www-sonatype-com-3567 330 6 risk risk NN www-sonatype-com-3567 330 7 management management NN www-sonatype-com-3567 330 8 outcomes outcome NNS www-sonatype-com-3567 330 9 that that WDT www-sonatype-com-3567 330 10 improve improve VBP www-sonatype-com-3567 330 11 management management NN www-sonatype-com-3567 330 12 of of IN www-sonatype-com-3567 330 13 their -PRON- PRP$ www-sonatype-com-3567 330 14 software software NN www-sonatype-com-3567 330 15 supply supply NN www-sonatype-com-3567 330 16 chains chain NNS www-sonatype-com-3567 330 17 and and CC www-sonatype-com-3567 330 18 delivery delivery NN www-sonatype-com-3567 330 19 practices practice NNS www-sonatype-com-3567 330 20 should should MD www-sonatype-com-3567 330 21 track track VB www-sonatype-com-3567 330 22 performance performance NN www-sonatype-com-3567 330 23 of of IN www-sonatype-com-3567 330 24 these these DT www-sonatype-com-3567 330 25 criteria criterion NNS www-sonatype-com-3567 330 26 . . . www-sonatype-com-3567 331 1 High high JJ www-sonatype-com-3567 331 2 Performer Performer NNP www-sonatype-com-3567 331 3 results result NNS www-sonatype-com-3567 331 4 are be VBP www-sonatype-com-3567 331 5 achieved achieve VBN www-sonatype-com-3567 331 6 not not RB www-sonatype-com-3567 331 7 by by IN www-sonatype-com-3567 331 8 implementing implement VBG www-sonatype-com-3567 331 9 a a DT www-sonatype-com-3567 331 10 single single JJ www-sonatype-com-3567 331 11 tool tool NN www-sonatype-com-3567 331 12 or or CC www-sonatype-com-3567 331 13 practice practice NN www-sonatype-com-3567 331 14 , , , www-sonatype-com-3567 331 15 but but CC www-sonatype-com-3567 331 16 through through IN www-sonatype-com-3567 331 17 a a DT www-sonatype-com-3567 331 18 combination combination NN www-sonatype-com-3567 331 19 of of IN www-sonatype-com-3567 331 20 culture culture NN www-sonatype-com-3567 331 21 , , , www-sonatype-com-3567 331 22 development development NN www-sonatype-com-3567 331 23 practices practice NNS www-sonatype-com-3567 331 24 , , , www-sonatype-com-3567 331 25 policy policy NN www-sonatype-com-3567 331 26 enforcement enforcement NN www-sonatype-com-3567 331 27 , , , www-sonatype-com-3567 331 28 automation automation NN www-sonatype-com-3567 331 29 , , , www-sonatype-com-3567 331 30 and and CC www-sonatype-com-3567 331 31 integrations integration NNS www-sonatype-com-3567 331 32 applied apply VBN www-sonatype-com-3567 331 33 across across IN www-sonatype-com-3567 331 34 the the DT www-sonatype-com-3567 331 35 development development NN www-sonatype-com-3567 331 36 lifecycle lifecycle NN www-sonatype-com-3567 331 37 . . . www-sonatype-com-3567 332 1 Furthermore furthermore RB www-sonatype-com-3567 332 2 , , , www-sonatype-com-3567 332 3 High high JJ www-sonatype-com-3567 332 4 Performers performer NNS www-sonatype-com-3567 332 5 are be VBP www-sonatype-com-3567 332 6 not not RB www-sonatype-com-3567 332 7 only only RB www-sonatype-com-3567 332 8 rewarded reward VBN www-sonatype-com-3567 332 9 with with IN www-sonatype-com-3567 332 10 increased increase VBN www-sonatype-com-3567 332 11 productivity productivity NN www-sonatype-com-3567 332 12 and and CC www-sonatype-com-3567 332 13 better well JJR www-sonatype-com-3567 332 14 security security NN www-sonatype-com-3567 332 15 ( ( -LRB- www-sonatype-com-3567 332 16 SEE see UH www-sonatype-com-3567 332 17 FIGURE FIGURE NNP www-sonatype-com-3567 332 18 4D 4d NN www-sonatype-com-3567 332 19 ) ) -RRB- www-sonatype-com-3567 332 20 , , , www-sonatype-com-3567 332 21 but but CC www-sonatype-com-3567 332 22 their -PRON- PRP$ www-sonatype-com-3567 332 23 employees employee NNS www-sonatype-com-3567 332 24 demonstrate demonstrate VBP www-sonatype-com-3567 332 25 high high JJ www-sonatype-com-3567 332 26 levels level NNS www-sonatype-com-3567 332 27 of of IN www-sonatype-com-3567 332 28 job job NN www-sonatype-com-3567 332 29 satisfaction satisfaction NN www-sonatype-com-3567 332 30 . . . www-sonatype-com-3567 333 1 Security Security NNP www-sonatype-com-3567 333 2 First First NNP www-sonatype-com-3567 333 3 teams team NNS www-sonatype-com-3567 333 4 desiring desire VBG www-sonatype-com-3567 333 5 to to TO www-sonatype-com-3567 333 6 transform transform VB www-sonatype-com-3567 333 7 themselves -PRON- PRP www-sonatype-com-3567 333 8 into into IN www-sonatype-com-3567 333 9 High High NNP www-sonatype-com-3567 333 10 Performers Performers NNPS www-sonatype-com-3567 333 11 would would MD www-sonatype-com-3567 333 12 benefit benefit VB www-sonatype-com-3567 333 13 from from IN www-sonatype-com-3567 333 14 automating automate VBG www-sonatype-com-3567 333 15 their -PRON- PRP$ www-sonatype-com-3567 333 16 approval approval NN www-sonatype-com-3567 333 17 , , , www-sonatype-com-3567 333 18 management management NN www-sonatype-com-3567 333 19 and and CC www-sonatype-com-3567 333 20 analysis analysis NN www-sonatype-com-3567 333 21 of of IN www-sonatype-com-3567 333 22 open open JJ www-sonatype-com-3567 333 23 source source NN www-sonatype-com-3567 333 24 components component NNS www-sonatype-com-3567 333 25 . . . www-sonatype-com-3567 334 1 They -PRON- PRP www-sonatype-com-3567 334 2 should should MD www-sonatype-com-3567 334 3 also also RB www-sonatype-com-3567 334 4 consider consider VB www-sonatype-com-3567 334 5 integrating integrate VBG www-sonatype-com-3567 334 6 developer developer NN www-sonatype-com-3567 334 7 friendly friendly JJ www-sonatype-com-3567 334 8 SCA SCA NNP www-sonatype-com-3567 334 9 tools tool NNS www-sonatype-com-3567 334 10 into into IN www-sonatype-com-3567 334 11 their -PRON- PRP$ www-sonatype-com-3567 334 12 CI CI NNP www-sonatype-com-3567 334 13 process process NN www-sonatype-com-3567 334 14 so so IN www-sonatype-com-3567 334 15 they -PRON- PRP www-sonatype-com-3567 334 16 can can MD www-sonatype-com-3567 334 17 automatically automatically RB www-sonatype-com-3567 334 18 scan scan VB www-sonatype-com-3567 334 19 build build VB www-sonatype-com-3567 334 20 artifacts artifact NNS www-sonatype-com-3567 334 21 , , , www-sonatype-com-3567 334 22 easily easily RB www-sonatype-com-3567 334 23 identify identify VB www-sonatype-com-3567 334 24 open open JJ www-sonatype-com-3567 334 25 source source NN www-sonatype-com-3567 334 26 security security NN www-sonatype-com-3567 334 27 and and CC www-sonatype-com-3567 334 28 licensing licensing NN www-sonatype-com-3567 334 29 risk risk NN www-sonatype-com-3567 334 30 , , , www-sonatype-com-3567 334 31 and and CC www-sonatype-com-3567 334 32 benefit benefit VB www-sonatype-com-3567 334 33 from from IN www-sonatype-com-3567 334 34 a a DT www-sonatype-com-3567 334 35 SBOM sbom NN www-sonatype-com-3567 334 36 for for IN www-sonatype-com-3567 334 37 all all DT www-sonatype-com-3567 334 38 applications application NNS www-sonatype-com-3567 334 39 . . . www-sonatype-com-3567 335 1 C c NN www-sonatype-com-3567 335 2 H h NN www-sonatype-com-3567 335 3 A a NN www-sonatype-com-3567 335 4 P p NN www-sonatype-com-3567 335 5 T t NN www-sonatype-com-3567 335 6 E e NN www-sonatype-com-3567 335 7 R r NN www-sonatype-com-3567 335 8 4 4 CD www-sonatype-com-3567 335 9 : : : www-sonatype-com-3567 335 10 H h NN www-sonatype-com-3567 335 11 O o NN www-sonatype-com-3567 335 12 W w NN www-sonatype-com-3567 335 13 H h NN www-sonatype-com-3567 335 14 IG ig NN www-sonatype-com-3567 335 15 H h NN www-sonatype-com-3567 335 16 P p NN www-sonatype-com-3567 335 17 E e NN www-sonatype-com-3567 335 18 R r NN www-sonatype-com-3567 335 19 F f NN www-sonatype-com-3567 335 20 O o NN www-sonatype-com-3567 335 21 R r NN www-sonatype-com-3567 335 22 M m NN www-sonatype-com-3567 335 23 A A NNP www-sonatype-com-3567 335 24 N n NN www-sonatype-com-3567 335 25 C c NN www-sonatype-com-3567 335 26 E e NN www-sonatype-com-3567 335 27 T t NN www-sonatype-com-3567 335 28 E e NN www-sonatype-com-3567 335 29 A a NN www-sonatype-com-3567 335 30 M m NN www-sonatype-com-3567 335 31 S s NN www-sonatype-com-3567 335 32 M M NNP www-sonatype-com-3567 335 33 A A NNP www-sonatype-com-3567 335 34 N N NNP www-sonatype-com-3567 335 35 A a NN www-sonatype-com-3567 335 36 G g NN www-sonatype-com-3567 335 37 E e NN www-sonatype-com-3567 335 38 O o NN www-sonatype-com-3567 335 39 P p NN www-sonatype-com-3567 335 40 E e NN www-sonatype-com-3567 335 41 N n NN www-sonatype-com-3567 335 42 S s NN www-sonatype-com-3567 335 43 O o NN www-sonatype-com-3567 335 44 U u NN www-sonatype-com-3567 335 45 R r NN www-sonatype-com-3567 335 46 C c NN www-sonatype-com-3567 335 47 E e NN www-sonatype-com-3567 335 48 S s NN www-sonatype-com-3567 335 49 O o NN www-sonatype-com-3567 335 50 F f NN www-sonatype-com-3567 335 51 T t NN www-sonatype-com-3567 335 52 W w NN www-sonatype-com-3567 335 53 A a NN www-sonatype-com-3567 335 54 R r NN www-sonatype-com-3567 335 55 E e NN www-sonatype-com-3567 335 56 S s NN www-sonatype-com-3567 335 57 U u NN www-sonatype-com-3567 335 58 P p NN www-sonatype-com-3567 335 59 P p NN www-sonatype-com-3567 335 60 LY ly NN www-sonatype-com-3567 335 61 C c NN www-sonatype-com-3567 335 62 H h NN www-sonatype-com-3567 335 63 A a NN www-sonatype-com-3567 335 64 IN in NN www-sonatype-com-3567 335 65 272020 272020 CD www-sonatype-com-3567 335 66 STATE STATE NNP www-sonatype-com-3567 335 67 OF of IN www-sonatype-com-3567 335 68 THE the DT www-sonatype-com-3567 335 69 SOFTWARE software NN www-sonatype-com-3567 335 70 SUPPLY supply NN www-sonatype-com-3567 335 71 CHAIN chain NN www-sonatype-com-3567 335 72 REPORT report NN www-sonatype-com-3567 335 73 FIGURE figure NN www-sonatype-com-3567 335 74 4D 4d NN www-sonatype-com-3567 335 75 Stronger strong JJR www-sonatype-com-3567 335 76 Risk Risk NNP www-sonatype-com-3567 335 77 Management Management NNP www-sonatype-com-3567 335 78 and and CC www-sonatype-com-3567 335 79 Productivity Productivity NNP www-sonatype-com-3567 335 80 Outcomes Outcomes NNP www-sonatype-com-3567 335 81 for for IN www-sonatype-com-3567 335 82 High High NNP www-sonatype-com-3567 335 83 Performers Performers NNPS www-sonatype-com-3567 335 84 ( ( -LRB- www-sonatype-com-3567 335 85 Comparison Comparison NNP www-sonatype-com-3567 335 86 of of IN www-sonatype-com-3567 335 87 Cluster Cluster NNP www-sonatype-com-3567 335 88 Centroids Centroids NNP www-sonatype-com-3567 335 89 ) ) -RRB- www-sonatype-com-3567 335 90 Productivity Productivity NNP www-sonatype-com-3567 335 91 First First NNP www-sonatype-com-3567 335 92 teams team NNS www-sonatype-com-3567 335 93 wanting want VBG www-sonatype-com-3567 335 94 to to TO www-sonatype-com-3567 335 95 shift shift VB www-sonatype-com-3567 335 96 up up RP www-sonatype-com-3567 335 97 into into IN www-sonatype-com-3567 335 98 the the DT www-sonatype-com-3567 335 99 High High NNP www-sonatype-com-3567 335 100 Performer Performer NNP www-sonatype-com-3567 335 101 quadrant quadrant NN www-sonatype-com-3567 335 102 should should MD www-sonatype-com-3567 335 103 prioritize prioritize VB www-sonatype-com-3567 335 104 partnering partnering NN www-sonatype-com-3567 335 105 with with IN www-sonatype-com-3567 335 106 governance governance NN www-sonatype-com-3567 335 107 counterparts counterpart NNS www-sonatype-com-3567 335 108 to to TO www-sonatype-com-3567 335 109 integrate integrate VB www-sonatype-com-3567 335 110 automated automated JJ www-sonatype-com-3567 335 111 security security NN www-sonatype-com-3567 335 112 scanning scanning NN www-sonatype-com-3567 335 113 into into IN www-sonatype-com-3567 335 114 their -PRON- PRP$ www-sonatype-com-3567 335 115 CI CI NNP www-sonatype-com-3567 335 116 process process NN www-sonatype-com-3567 335 117 so so IN www-sonatype-com-3567 335 118 they -PRON- PRP www-sonatype-com-3567 335 119 can can MD www-sonatype-com-3567 335 120 easily easily RB www-sonatype-com-3567 335 121 add add VB www-sonatype-com-3567 335 122 and and CC www-sonatype-com-3567 335 123 remove remove VB www-sonatype-com-3567 335 124 OSS oss NN www-sonatype-com-3567 335 125 dependencies dependency NNS www-sonatype-com-3567 335 126 and and CC www-sonatype-com-3567 335 127 regularly regularly RB www-sonatype-com-3567 335 128 remediate remediate NN www-sonatype-com-3567 335 129 known known JJ www-sonatype-com-3567 335 130 OSS oss NN www-sonatype-com-3567 335 131 vulnerabilities vulnerability NNS www-sonatype-com-3567 335 132 . . . www-sonatype-com-3567 336 1 Patterns Patterns NNPS www-sonatype-com-3567 336 2 Across across IN www-sonatype-com-3567 336 3 OSS OSS NNP www-sonatype-com-3567 336 4 Component component NN www-sonatype-com-3567 336 5 Updates Updates NNPS www-sonatype-com-3567 336 6 : : : www-sonatype-com-3567 336 7 Easy easy JJ www-sonatype-com-3567 336 8 , , , www-sonatype-com-3567 336 9 Difficult difficult JJ www-sonatype-com-3567 336 10 , , , www-sonatype-com-3567 336 11 and and CC www-sonatype-com-3567 336 12 Planned plan VBN www-sonatype-com-3567 336 13 Over over IN www-sonatype-com-3567 336 14 the the DT www-sonatype-com-3567 336 15 years year NNS www-sonatype-com-3567 336 16 , , , www-sonatype-com-3567 336 17 we -PRON- PRP www-sonatype-com-3567 336 18 ’ve have VB www-sonatype-com-3567 336 19 become become VBN www-sonatype-com-3567 336 20 increasingly increasingly RB www-sonatype-com-3567 336 21 convinced convinced JJ www-sonatype-com-3567 336 22 that that IN www-sonatype-com-3567 336 23 while while IN www-sonatype-com-3567 336 24 updating update VBG www-sonatype-com-3567 336 25 dependencies dependency NNS www-sonatype-com-3567 336 26 is be VBZ www-sonatype-com-3567 336 27 very very RB www-sonatype-com-3567 336 28 important important JJ www-sonatype-com-3567 336 29 for for IN www-sonatype-com-3567 336 30 functionality functionality NN www-sonatype-com-3567 336 31 and and CC www-sonatype-com-3567 336 32 security security NN www-sonatype-com-3567 336 33 , , , www-sonatype-com-3567 336 34 there there EX www-sonatype-com-3567 336 35 is be VBZ www-sonatype-com-3567 336 36 a a DT www-sonatype-com-3567 336 37 huge huge JJ www-sonatype-com-3567 336 38 economic economic JJ www-sonatype-com-3567 336 39 cost cost NN www-sonatype-com-3567 336 40 to to IN www-sonatype-com-3567 336 41 staying stay VBG www-sonatype-com-3567 336 42 up up RP www-sonatype-com-3567 336 43 - - HYPH www-sonatype-com-3567 336 44 to to IN www-sonatype-com-3567 336 45 - - HYPH www-sonatype-com-3567 336 46 date date NN www-sonatype-com-3567 336 47 . . . www-sonatype-com-3567 337 1 Ideally ideally RB www-sonatype-com-3567 337 2 , , , www-sonatype-com-3567 337 3 dependencies dependency NNS www-sonatype-com-3567 337 4 should should MD www-sonatype-com-3567 337 5 be be VB www-sonatype-com-3567 337 6 updated update VBN www-sonatype-com-3567 337 7 , , , www-sonatype-com-3567 337 8 simply simply RB www-sonatype-com-3567 337 9 , , , www-sonatype-com-3567 337 10 safely safely RB www-sonatype-com-3567 337 11 and and CC www-sonatype-com-3567 337 12 painlessly painlessly RB www-sonatype-com-3567 337 13 , , , www-sonatype-com-3567 337 14 and and CC www-sonatype-com-3567 337 15 as as IN www-sonatype-com-3567 337 16 part part NN www-sonatype-com-3567 337 17 of of IN www-sonatype-com-3567 337 18 the the DT www-sonatype-com-3567 337 19 routine routine JJ www-sonatype-com-3567 337 20 development development NN www-sonatype-com-3567 337 21 process process NN www-sonatype-com-3567 337 22 . . . www-sonatype-com-3567 338 1 But but CC www-sonatype-com-3567 338 2 reality reality NN www-sonatype-com-3567 338 3 shows show VBZ www-sonatype-com-3567 338 4 that that IN www-sonatype-com-3567 338 5 this this DT www-sonatype-com-3567 338 6 ideal ideal NN www-sonatype-com-3567 338 7 is be VBZ www-sonatype-com-3567 338 8 rarely rarely RB www-sonatype-com-3567 338 9 met meet VBN www-sonatype-com-3567 338 10 . . . www-sonatype-com-3567 339 1 An an DT www-sonatype-com-3567 339 2 astonishing astonishing JJ www-sonatype-com-3567 339 3 story story NN www-sonatype-com-3567 339 4 of of IN www-sonatype-com-3567 339 5 how how WRB www-sonatype-com-3567 339 6 far far RB www-sonatype-com-3567 339 7 an an DT www-sonatype-com-3567 339 8 organization organization NN www-sonatype-com-3567 339 9 can can MD www-sonatype-com-3567 339 10 stray stray VB www-sonatype-com-3567 339 11 from from IN www-sonatype-com-3567 339 12 ideal ideal JJ www-sonatype-com-3567 339 13 update update NN www-sonatype-com-3567 339 14 practices practice NNS www-sonatype-com-3567 339 15 comes come VBZ www-sonatype-com-3567 339 16 from from IN www-sonatype-com-3567 339 17 Eileen Eileen NNP www-sonatype-com-3567 339 18 M. M. NNP www-sonatype-com-3567 339 19 Uchitelle Uchitelle NNP www-sonatype-com-3567 339 20 , , , www-sonatype-com-3567 339 21 Staff Staff NNP www-sonatype-com-3567 339 22 Engineer Engineer NNP www-sonatype-com-3567 339 23 at at IN www-sonatype-com-3567 339 24 GitHub GitHub NNP www-sonatype-com-3567 339 25 , , , www-sonatype-com-3567 339 26 who who WP www-sonatype-com-3567 339 27 described describe VBD www-sonatype-com-3567 339 28 how how WRB www-sonatype-com-3567 339 29 it -PRON- PRP www-sonatype-com-3567 339 30 took take VBD www-sonatype-com-3567 339 31 seven seven CD www-sonatype-com-3567 339 32 years year NNS www-sonatype-com-3567 339 33 to to TO www-sonatype-com-3567 339 34 successfully successfully RB www-sonatype-com-3567 339 35 migrate migrate VB www-sonatype-com-3567 339 36 GitHub GitHub NNP www-sonatype-com-3567 339 37 from from IN www-sonatype-com-3567 339 38 a a DT www-sonatype-com-3567 339 39 forked forked JJ www-sonatype-com-3567 339 40 version version NN www-sonatype-com-3567 339 41 of of IN www-sonatype-com-3567 339 42 Rails Rails NNP www-sonatype-com-3567 339 43 2 2 CD www-sonatype-com-3567 339 44 to to IN www-sonatype-com-3567 339 45 Rails rail NNS www-sonatype-com-3567 339 46 5.32 5.32 CD www-sonatype-com-3567 339 47 Even even RB www-sonatype-com-3567 339 48 with with IN www-sonatype-com-3567 339 49 new new JJ www-sonatype-com-3567 339 50 tools tool NNS www-sonatype-com-3567 339 51 available available JJ www-sonatype-com-3567 339 52 to to IN www-sonatype-com-3567 339 53 developers developer NNS www-sonatype-com-3567 339 54 that that WDT www-sonatype-com-3567 339 55 automatically automatically RB www-sonatype-com-3567 339 56 create create VBP www-sonatype-com-3567 339 57 pull pull VBP www-sonatype-com-3567 339 58 requests request NNS www-sonatype-com-3567 339 59 with with IN www-sonatype-com-3567 339 60 updated update VBN www-sonatype-com-3567 339 61 dependencies dependency NNS www-sonatype-com-3567 339 62 , , , www-sonatype-com-3567 339 63 changes change NNS www-sonatype-com-3567 339 64 in in IN www-sonatype-com-3567 339 65 APIs api NNS www-sonatype-com-3567 339 66 and and CC www-sonatype-com-3567 339 67 potential potential JJ www-sonatype-com-3567 339 68 breakage breakage NN www-sonatype-com-3567 339 69 can can MD www-sonatype-com-3567 339 70 still still RB www-sonatype-com-3567 339 71 hold hold VB www-sonatype-com-3567 339 72 back back RP www-sonatype-com-3567 339 73 many many JJ www-sonatype-com-3567 339 74 developers developer NNS www-sonatype-com-3567 339 75 from from IN www-sonatype-com-3567 339 76 updating update VBG www-sonatype-com-3567 339 77 . . . www-sonatype-com-3567 340 1 We -PRON- PRP www-sonatype-com-3567 340 2 suspect suspect VBP www-sonatype-com-3567 340 3 this this DT www-sonatype-com-3567 340 4 change change NN www-sonatype-com-3567 340 5 - - HYPH www-sonatype-com-3567 340 6 induced induce VBN www-sonatype-com-3567 340 7 break- break- NN www-sonatype-com-3567 340 8 age age NN www-sonatype-com-3567 340 9 is be VBZ www-sonatype-com-3567 340 10 a a DT www-sonatype-com-3567 340 11 primary primary JJ www-sonatype-com-3567 340 12 driver driver NN www-sonatype-com-3567 340 13 of of IN www-sonatype-com-3567 340 14 poor poor JJ www-sonatype-com-3567 340 15 updating updating JJ www-sonatype-com-3567 340 16 practices practice NNS www-sonatype-com-3567 340 17 . . . www-sonatype-com-3567 341 1 C c NN www-sonatype-com-3567 341 2 H h NN www-sonatype-com-3567 341 3 A a NN www-sonatype-com-3567 341 4 P p NN www-sonatype-com-3567 341 5 T t NN www-sonatype-com-3567 341 6 E e NN www-sonatype-com-3567 341 7 R r NN www-sonatype-com-3567 341 8 4 4 CD www-sonatype-com-3567 341 9 : : : www-sonatype-com-3567 341 10 H h NN www-sonatype-com-3567 341 11 O o NN www-sonatype-com-3567 341 12 W w NN www-sonatype-com-3567 341 13 H h NN www-sonatype-com-3567 341 14 IG ig NN www-sonatype-com-3567 341 15 H h NN www-sonatype-com-3567 341 16 P p NN www-sonatype-com-3567 341 17 E e NN www-sonatype-com-3567 341 18 R r NN www-sonatype-com-3567 341 19 F f NN www-sonatype-com-3567 341 20 O o NN www-sonatype-com-3567 341 21 R r NN www-sonatype-com-3567 341 22 M m NN www-sonatype-com-3567 341 23 A A NNP www-sonatype-com-3567 341 24 N n NN www-sonatype-com-3567 341 25 C c NN www-sonatype-com-3567 341 26 E e NN www-sonatype-com-3567 341 27 T t NN www-sonatype-com-3567 341 28 E e NN www-sonatype-com-3567 341 29 A a NN www-sonatype-com-3567 341 30 M m NN www-sonatype-com-3567 341 31 S s NN www-sonatype-com-3567 341 32 M M NNP www-sonatype-com-3567 341 33 A A NNP www-sonatype-com-3567 341 34 N N NNP www-sonatype-com-3567 341 35 A a NN www-sonatype-com-3567 341 36 G g NN www-sonatype-com-3567 341 37 E e NN www-sonatype-com-3567 341 38 O o NN www-sonatype-com-3567 341 39 P p NN www-sonatype-com-3567 341 40 E e NN www-sonatype-com-3567 341 41 N n NN www-sonatype-com-3567 341 42 S s NN www-sonatype-com-3567 341 43 O o NN www-sonatype-com-3567 341 44 U u NN www-sonatype-com-3567 341 45 R r NN www-sonatype-com-3567 341 46 C c NN www-sonatype-com-3567 341 47 E e NN www-sonatype-com-3567 341 48 S s NN www-sonatype-com-3567 341 49 O o NN www-sonatype-com-3567 341 50 F f NN www-sonatype-com-3567 341 51 T t NN www-sonatype-com-3567 341 52 W w NN www-sonatype-com-3567 341 53 A a NN www-sonatype-com-3567 341 54 R r NN www-sonatype-com-3567 341 55 E e NN www-sonatype-com-3567 341 56 S s NN www-sonatype-com-3567 341 57 U u NN www-sonatype-com-3567 341 58 P p NN www-sonatype-com-3567 341 59 P p NN www-sonatype-com-3567 341 60 LY ly NN www-sonatype-com-3567 341 61 C c NN www-sonatype-com-3567 341 62 H h NN www-sonatype-com-3567 341 63 A a NN www-sonatype-com-3567 341 64 IN in IN www-sonatype-com-3567 341 65 282020 282020 CD www-sonatype-com-3567 341 66 STATE STATE NNP www-sonatype-com-3567 341 67 OF of IN www-sonatype-com-3567 341 68 THE the DT www-sonatype-com-3567 341 69 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 341 70 SUPPLY supply NN www-sonatype-com-3567 341 71 CHAIN chain NN www-sonatype-com-3567 341 72 REPORT report NN www-sonatype-com-3567 341 73 Taking take VBG www-sonatype-com-3567 341 74 a a DT www-sonatype-com-3567 341 75 deeper deep JJR www-sonatype-com-3567 341 76 dive dive NN www-sonatype-com-3567 341 77 into into IN www-sonatype-com-3567 341 78 the the DT www-sonatype-com-3567 341 79 vast vast JJ www-sonatype-com-3567 341 80 data datum NNS www-sonatype-com-3567 341 81 available available JJ www-sonatype-com-3567 341 82 to to IN www-sonatype-com-3567 341 83 us -PRON- PRP www-sonatype-com-3567 341 84 from from IN www-sonatype-com-3567 341 85 The the DT www-sonatype-com-3567 341 86 Central Central NNP www-sonatype-com-3567 341 87 Repository Repository NNP www-sonatype-com-3567 341 88 , , , www-sonatype-com-3567 341 89 we -PRON- PRP www-sonatype-com-3567 341 90 can can MD www-sonatype-com-3567 341 91 better well RBR www-sonatype-com-3567 341 92 visualize visualize VB www-sonatype-com-3567 341 93 open open JJ www-sonatype-com-3567 341 94 source source NN www-sonatype-com-3567 341 95 project project NN www-sonatype-com-3567 341 96 releases release NNS www-sonatype-com-3567 341 97 and and CC www-sonatype-com-3567 341 98 their -PRON- PRP$ www-sonatype-com-3567 341 99 adoption adoption NN www-sonatype-com-3567 341 100 by by IN www-sonatype-com-3567 341 101 enterprise enterprise NN www-sonatype-com-3567 341 102 application application NN www-sonatype-com-3567 341 103 development development NN www-sonatype-com-3567 341 104 teams team NNS www-sonatype-com-3567 341 105 who who WP www-sonatype-com-3567 341 106 migrate migrate VBP www-sonatype-com-3567 341 107 from from IN www-sonatype-com-3567 341 108 one one CD www-sonatype-com-3567 341 109 version version NN www-sonatype-com-3567 341 110 to to IN www-sonatype-com-3567 341 111 a a DT www-sonatype-com-3567 341 112 newer new JJR www-sonatype-com-3567 341 113 one one NN www-sonatype-com-3567 341 114 . . . www-sonatype-com-3567 342 1 We -PRON- PRP www-sonatype-com-3567 342 2 believe believe VBP www-sonatype-com-3567 342 3 this this DT www-sonatype-com-3567 342 4 data data NN www-sonatype-com-3567 342 5 shows show VBZ www-sonatype-com-3567 342 6 how how WRB www-sonatype-com-3567 342 7 OSS oss NN www-sonatype-com-3567 342 8 component component NN www-sonatype-com-3567 342 9 selection selection NN www-sonatype-com-3567 342 10 can can MD www-sonatype-com-3567 342 11 play play VB www-sonatype-com-3567 342 12 a a DT www-sonatype-com-3567 342 13 major major JJ www-sonatype-com-3567 342 14 role role NN www-sonatype-com-3567 342 15 in in IN www-sonatype-com-3567 342 16 allowing allow VBG www-sonatype-com-3567 342 17 for for IN www-sonatype-com-3567 342 18 easier easy JJR www-sonatype-com-3567 342 19 and and CC www-sonatype-com-3567 342 20 more more JJR www-sonatype-com-3567 342 21 frequent frequent JJ www-sonatype-com-3567 342 22 updates update NNS www-sonatype-com-3567 342 23 . . . www-sonatype-com-3567 343 1 The the DT www-sonatype-com-3567 343 2 following follow VBG www-sonatype-com-3567 343 3 graphs graphs NN www-sonatype-com-3567 343 4 show show VBP www-sonatype-com-3567 343 5 the the DT www-sonatype-com-3567 343 6 different different JJ www-sonatype-com-3567 343 7 stories story NNS www-sonatype-com-3567 343 8 around around IN www-sonatype-com-3567 343 9 OSS oss NN www-sonatype-com-3567 343 10 update update NN www-sonatype-com-3567 343 11 patterns pattern NNS www-sonatype-com-3567 343 12 by by IN www-sonatype-com-3567 343 13 software software NN www-sonatype-com-3567 343 14 develop- develop- NNS www-sonatype-com-3567 343 15 ment ment JJ www-sonatype-com-3567 343 16 teams team NNS www-sonatype-com-3567 343 17 . . . www-sonatype-com-3567 344 1 Updates update NNS www-sonatype-com-3567 344 2 from from IN www-sonatype-com-3567 344 3 one one CD www-sonatype-com-3567 344 4 version version NN www-sonatype-com-3567 344 5 of of IN www-sonatype-com-3567 344 6 a a DT www-sonatype-com-3567 344 7 library library NN www-sonatype-com-3567 344 8 to to IN www-sonatype-com-3567 344 9 another another DT www-sonatype-com-3567 344 10 are be VBP www-sonatype-com-3567 344 11 visually visually RB www-sonatype-com-3567 344 12 depicted depict VBN www-sonatype-com-3567 344 13 by by IN www-sonatype-com-3567 344 14 connecting connect VBG www-sonatype-com-3567 344 15 the the DT www-sonatype-com-3567 344 16 two two CD www-sonatype-com-3567 344 17 versions version NNS www-sonatype-com-3567 344 18 with with IN www-sonatype-com-3567 344 19 an an DT www-sonatype-com-3567 344 20 arc arc NN www-sonatype-com-3567 344 21 . . . www-sonatype-com-3567 345 1 The the DT www-sonatype-com-3567 345 2 horizontal horizontal JJ www-sonatype-com-3567 345 3 axis axi NNS www-sonatype-com-3567 345 4 is be VBZ www-sonatype-com-3567 345 5 an an DT www-sonatype-com-3567 345 6 ordered order VBN www-sonatype-com-3567 345 7 list list NN www-sonatype-com-3567 345 8 of of IN www-sonatype-com-3567 345 9 library library NN www-sonatype-com-3567 345 10 releases release NNS www-sonatype-com-3567 345 11 , , , www-sonatype-com-3567 345 12 where where WRB www-sonatype-com-3567 345 13 version version NN www-sonatype-com-3567 345 14 numbers number NNS www-sonatype-com-3567 345 15 increase increase VBP www-sonatype-com-3567 345 16 as as IN www-sonatype-com-3567 345 17 you -PRON- PRP www-sonatype-com-3567 345 18 move move VBP www-sonatype-com-3567 345 19 right right RB www-sonatype-com-3567 345 20 . . . www-sonatype-com-3567 346 1 Consider consider VB www-sonatype-com-3567 346 2 the the DT www-sonatype-com-3567 346 3 graph graph NN www-sonatype-com-3567 346 4 for for IN www-sonatype-com-3567 346 5 the the DT www-sonatype-com-3567 346 6 widely widely RB www-sonatype-com-3567 346 7 used use VBN www-sonatype-com-3567 346 8 joda joda NNP www-sonatype-com-3567 346 9 - - HYPH www-sonatype-com-3567 346 10 time time NN www-sonatype-com-3567 346 11 library library NN www-sonatype-com-3567 346 12 ( ( -LRB- www-sonatype-com-3567 346 13 FIGURE FIGURE NNP www-sonatype-com-3567 346 14 4E 4e NN www-sonatype-com-3567 346 15 ) ) -RRB- www-sonatype-com-3567 346 16 , , , www-sonatype-com-3567 346 17 which which WDT www-sonatype-com-3567 346 18 shows show VBZ www-sonatype-com-3567 346 19 that that IN www-sonatype-com-3567 346 20 developers developer NNS www-sonatype-com-3567 346 21 using use VBG www-sonatype-com-3567 346 22 this this DT www-sonatype-com-3567 346 23 OSS oss NN www-sonatype-com-3567 346 24 component component NN www-sonatype-com-3567 346 25 update update NN www-sonatype-com-3567 346 26 fairly fairly RB www-sonatype-com-3567 346 27 uniformly uniformly RB www-sonatype-com-3567 346 28 between between IN www-sonatype-com-3567 346 29 all all DT www-sonatype-com-3567 346 30 pairs pair NNS www-sonatype-com-3567 346 31 of of IN www-sonatype-com-3567 346 32 versions version NNS www-sonatype-com-3567 346 33 . . . www-sonatype-com-3567 347 1 This this DT www-sonatype-com-3567 347 2 suggests suggest VBZ www-sonatype-com-3567 347 3 that that IN www-sonatype-com-3567 347 4 updates update NNS www-sonatype-com-3567 347 5 are be VBP www-sonatype-com-3567 347 6 easy easy JJ www-sonatype-com-3567 347 7 , , , www-sonatype-com-3567 347 8 presenting present VBG www-sonatype-com-3567 347 9 a a DT www-sonatype-com-3567 347 10 seemingly seemingly RB www-sonatype-com-3567 347 11 homoge- homoge- JJ www-sonatype-com-3567 347 12 nous nous JJ www-sonatype-com-3567 347 13 set set NN www-sonatype-com-3567 347 14 of of IN www-sonatype-com-3567 347 15 versions version NNS www-sonatype-com-3567 347 16 to to TO www-sonatype-com-3567 347 17 select select VB www-sonatype-com-3567 347 18 migrate migrate NN www-sonatype-com-3567 347 19 to to IN www-sonatype-com-3567 347 20 and and CC www-sonatype-com-3567 347 21 from from IN www-sonatype-com-3567 347 22 . . . www-sonatype-com-3567 348 1 On on IN www-sonatype-com-3567 348 2 the the DT www-sonatype-com-3567 348 3 opposite opposite JJ www-sonatype-com-3567 348 4 extreme extreme NN www-sonatype-com-3567 348 5 , , , www-sonatype-com-3567 348 6 consider consider VB www-sonatype-com-3567 348 7 the the DT www-sonatype-com-3567 348 8 graph graph NN www-sonatype-com-3567 348 9 for for IN www-sonatype-com-3567 348 10 the the DT www-sonatype-com-3567 348 11 hibernate hibernate NN www-sonatype-com-3567 348 12 - - HYPH www-sonatype-com-3567 348 13 validator validator NN www-sonatype-com-3567 348 14 library library NN www-sonatype-com-3567 348 15 ( ( -LRB- www-sonatype-com-3567 348 16 FIGURE FIGURE NNP www-sonatype-com-3567 348 17 4F 4F NNP www-sonatype-com-3567 348 18 ) ) -RRB- www-sonatype-com-3567 348 19 , , , www-sonatype-com-3567 348 20 where where WRB www-sonatype-com-3567 348 21 there there EX www-sonatype-com-3567 348 22 are be VBP www-sonatype-com-3567 348 23 two two CD www-sonatype-com-3567 348 24 sets set NNS www-sonatype-com-3567 348 25 of of IN www-sonatype-com-3567 348 26 communities community NNS www-sonatype-com-3567 348 27 using use VBG www-sonatype-com-3567 348 28 it -PRON- PRP www-sonatype-com-3567 348 29 — — : www-sonatype-com-3567 348 30   _SP www-sonatype-com-3567 348 31 one one CD www-sonatype-com-3567 348 32 favoring favor VBG www-sonatype-com-3567 348 33 version version NN www-sonatype-com-3567 348 34 5 5 CD www-sonatype-com-3567 348 35 and and CC www-sonatype-com-3567 348 36 another another DT www-sonatype-com-3567 348 37 preferring prefer VBG www-sonatype-com-3567 348 38 version version NN www-sonatype-com-3567 348 39 6 6 CD www-sonatype-com-3567 348 40 . . . www-sonatype-com-3567 349 1 The the DT www-sonatype-com-3567 349 2 two two CD www-sonatype-com-3567 349 3 communities community NNS www-sonatype-com-3567 349 4 very very RB www-sonatype-com-3567 349 5 rarely rarely RB www-sonatype-com-3567 349 6 intersect intersect VBP www-sonatype-com-3567 349 7 . . . www-sonatype-com-3567 350 1 This this DT www-sonatype-com-3567 350 2 suggests suggest VBZ www-sonatype-com-3567 350 3 that that IN www-sonatype-com-3567 350 4 updating update VBG www-sonatype-com-3567 350 5 to to TO www-sonatype-com-3567 350 6 version version NN www-sonatype-com-3567 350 7 6 6 CD www-sonatype-com-3567 350 8 from from IN www-sonatype-com-3567 350 9 version version NN www-sonatype-com-3567 350 10 5 5 CD www-sonatype-com-3567 350 11 is be VBZ www-sonatype-com-3567 350 12 either either CC www-sonatype-com-3567 350 13 too too RB www-sonatype-com-3567 350 14 difficult difficult JJ www-sonatype-com-3567 350 15 , , , www-sonatype-com-3567 350 16 or or CC www-sonatype-com-3567 350 17 the the DT www-sonatype-com-3567 350 18 value value NN www-sonatype-com-3567 350 19 is be VBZ www-sonatype-com-3567 350 20 not not RB www-sonatype-com-3567 350 21 worth worth JJ www-sonatype-com-3567 350 22 the the DT www-sonatype-com-3567 350 23 effort effort NN www-sonatype-com-3567 350 24 . . . www-sonatype-com-3567 351 1 Finally finally RB www-sonatype-com-3567 351 2 , , , www-sonatype-com-3567 351 3 we -PRON- PRP www-sonatype-com-3567 351 4 take take VBP www-sonatype-com-3567 351 5 a a DT www-sonatype-com-3567 351 6 look look NN www-sonatype-com-3567 351 7 at at IN www-sonatype-com-3567 351 8 the the DT www-sonatype-com-3567 351 9 pattern pattern NN www-sonatype-com-3567 351 10 for for IN www-sonatype-com-3567 351 11 spring- spring- NNP www-sonatype-com-3567 351 12 core core NN www-sonatype-com-3567 351 13 ( ( -LRB- www-sonatype-com-3567 351 14 FIGURE FIGURE NNP www-sonatype-com-3567 351 15 4 4 CD www-sonatype-com-3567 351 16 G g NN www-sonatype-com-3567 351 17 ) ) -RRB- www-sonatype-com-3567 351 18 , , , www-sonatype-com-3567 351 19 which which WDT www-sonatype-com-3567 351 20 suggests suggest VBZ www-sonatype-com-3567 351 21 that that IN www-sonatype-com-3567 351 22 updating updating NN www-sonatype-com-3567 351 23 is be VBZ www-sonatype-com-3567 351 24 sufficiently sufficiently RB www-sonatype-com-3567 351 25 difficult difficult JJ www-sonatype-com-3567 351 26 that that IN www-sonatype-com-3567 351 27 the the DT www-sonatype-com-3567 351 28 effort effort NN www-sonatype-com-3567 351 29 must must MD www-sonatype-com-3567 351 30 be be VB www-sonatype-com-3567 351 31 planned plan VBN www-sonatype-com-3567 351 32 and and CC www-sonatype-com-3567 351 33 some some DT www-sonatype-com-3567 351 34 version version NN www-sonatype-com-3567 351 35 ranges range VBZ www-sonatype-com-3567 351 36 end end VBP www-sonatype-com-3567 351 37 up up RP www-sonatype-com-3567 351 38 being be VBG www-sonatype-com-3567 351 39 avoided avoid VBN www-sonatype-com-3567 351 40 . . . www-sonatype-com-3567 352 1 In in IN www-sonatype-com-3567 352 2 our -PRON- PRP$ www-sonatype-com-3567 352 3 future future JJ www-sonatype-com-3567 352 4 work work NN www-sonatype-com-3567 352 5 , , , www-sonatype-com-3567 352 6 we -PRON- PRP www-sonatype-com-3567 352 7 would would MD www-sonatype-com-3567 352 8 like like VB www-sonatype-com-3567 352 9 to to TO www-sonatype-com-3567 352 10 further further JJ www-sonatype-com-3567 352 11 inves- inves- NNS www-sonatype-com-3567 352 12 tigate tigate VB www-sonatype-com-3567 352 13 which which WDT www-sonatype-com-3567 352 14 dependencies dependencie VBZ www-sonatype-com-3567 352 15 the the DT www-sonatype-com-3567 352 16 High High NNP www-sonatype-com-3567 352 17 Performers Performers NNPS www-sonatype-com-3567 352 18 and and CC www-sonatype-com-3567 352 19 other other JJ www-sonatype-com-3567 352 20 notable notable JJ www-sonatype-com-3567 352 21 clusters cluster NNS www-sonatype-com-3567 352 22 are be VBP www-sonatype-com-3567 352 23 using use VBG www-sonatype-com-3567 352 24 and and CC www-sonatype-com-3567 352 25 the the DT www-sonatype-com-3567 352 26 criteria criterion NNS www-sonatype-com-3567 352 27 they -PRON- PRP www-sonatype-com-3567 352 28 use use VBP www-sonatype-com-3567 352 29 to to TO www-sonatype-com-3567 352 30 select select VB www-sonatype-com-3567 352 31 them -PRON- PRP www-sonatype-com-3567 352 32 , , , www-sonatype-com-3567 352 33 while while IN www-sonatype-com-3567 352 34 measuring measure VBG www-sonatype-com-3567 352 35 the the DT www-sonatype-com-3567 352 36 effort effort NN www-sonatype-com-3567 352 37 and and CC www-sonatype-com-3567 352 38 cost cost NN www-sonatype-com-3567 352 39 required require VBN www-sonatype-com-3567 352 40 to to TO www-sonatype-com-3567 352 41 stay stay VB www-sonatype-com-3567 352 42 up up RB www-sonatype-com-3567 352 43 - - HYPH www-sonatype-com-3567 352 44 to to IN www-sonatype-com-3567 352 45 - - HYPH www-sonatype-com-3567 352 46 date date NN www-sonatype-com-3567 352 47 . . . www-sonatype-com-3567 353 1 We -PRON- PRP www-sonatype-com-3567 353 2 believe believe VBP www-sonatype-com-3567 353 3 that that IN www-sonatype-com-3567 353 4 this this DT www-sonatype-com-3567 353 5 could could MD www-sonatype-com-3567 353 6 reveal reveal VB www-sonatype-com-3567 353 7 lessons lesson NNS www-sonatype-com-3567 353 8 and and CC www-sonatype-com-3567 353 9 principles principle NNS www-sonatype-com-3567 353 10 that that WDT www-sonatype-com-3567 353 11 could could MD www-sonatype-com-3567 353 12 help help VB www-sonatype-com-3567 353 13 every every DT www-sonatype-com-3567 353 14 organization organization NN www-sonatype-com-3567 353 15 using use VBG www-sonatype-com-3567 353 16 open open JJ www-sonatype-com-3567 353 17 source source NN www-sonatype-com-3567 353 18 software software NN www-sonatype-com-3567 353 19 components component NNS www-sonatype-com-3567 353 20 . . . www-sonatype-com-3567 354 1 Now now RB www-sonatype-com-3567 354 2 that that IN www-sonatype-com-3567 354 3 we -PRON- PRP www-sonatype-com-3567 354 4 have have VBP www-sonatype-com-3567 354 5 explored explore VBN www-sonatype-com-3567 354 6 practices practice NNS www-sonatype-com-3567 354 7 and and CC www-sonatype-com-3567 354 8 related relate VBN www-sonatype-com-3567 354 9 outcomes outcome NNS www-sonatype-com-3567 354 10 that that WDT www-sonatype-com-3567 354 11 contribute contribute VBP www-sonatype-com-3567 354 12 to to IN www-sonatype-com-3567 354 13 successful successful JJ www-sonatype-com-3567 354 14 software software NN www-sonatype-com-3567 354 15 supply supply NN www-sonatype-com-3567 354 16 chain chain NN www-sonatype-com-3567 354 17 management management NN www-sonatype-com-3567 354 18 , , , www-sonatype-com-3567 354 19 let let VB www-sonatype-com-3567 354 20 ’s -PRON- PRP www-sonatype-com-3567 354 21 take take VB www-sonatype-com-3567 354 22 a a DT www-sonatype-com-3567 354 23 closer close JJR www-sonatype-com-3567 354 24 look look NN www-sonatype-com-3567 354 25 at at IN www-sonatype-com-3567 354 26 the the DT www-sonatype-com-3567 354 27 volume volume NN www-sonatype-com-3567 354 28 , , , www-sonatype-com-3567 354 29 quality quality NN www-sonatype-com-3567 354 30 , , , www-sonatype-com-3567 354 31 and and CC www-sonatype-com-3567 354 32 security security NN www-sonatype-com-3567 354 33 of of IN www-sonatype-com-3567 354 34 open open JJ www-sonatype-com-3567 354 35 source source NN www-sonatype-com-3567 354 36 component component NN www-sonatype-com-3567 354 37 consumption consumption NN www-sonatype-com-3567 354 38 in in IN www-sonatype-com-3567 354 39 the the DT www-sonatype-com-3567 354 40 enterprise enterprise NN www-sonatype-com-3567 354 41 . . . www-sonatype-com-3567 355 1 ■ ■ NFP www-sonatype-com-3567 355 2 Poor Poor NNP www-sonatype-com-3567 355 3 Migrations Migrations NNPS www-sonatype-com-3567 355 4 - - HYPH www-sonatype-com-3567 355 5 > > NN www-sonatype-com-3567 355 6 Good Good NNP www-sonatype-com-3567 355 7 Migrations Migrations NNPS www-sonatype-com-3567 355 8 ( ( -LRB- www-sonatype-com-3567 355 9 by by IN www-sonatype-com-3567 355 10 application application NN www-sonatype-com-3567 355 11 count count NNP www-sonatype-com-3567 355 12 ) ) -RRB- www-sonatype-com-3567 355 13 joda joda NNP www-sonatype-com-3567 355 14 - - HYPH www-sonatype-com-3567 355 15 time.joda time.joda NN www-sonatype-com-3567 355 16 - - HYPH www-sonatype-com-3567 355 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41 - - HYPH www-sonatype-com-3567 355 42 time.joda time.joda NN www-sonatype-com-3567 355 43 - - HYPH www-sonatype-com-3567 355 44 time time NN www-sonatype-com-3567 355 45 library library NN www-sonatype-com-3567 355 46 Poor Poor NNP www-sonatype-com-3567 355 47 Migrations Migrations NNPS www-sonatype-com-3567 355 48 - - HYPH www-sonatype-com-3567 355 49 > > NN www-sonatype-com-3567 355 50 Good Good NNP www-sonatype-com-3567 355 51 Migrations Migrations NNPS www-sonatype-com-3567 355 52 ( ( -LRB- www-sonatype-com-3567 355 53 by by IN www-sonatype-com-3567 355 54 application application NN www-sonatype-com-3567 355 55 count count NN www-sonatype-com-3567 355 56 ) ) -RRB- www-sonatype-com-3567 355 57 50 50 CD www-sonatype-com-3567 355 58 + + SYM www-sonatype-com-3567 355 59 40 40 CD www-sonatype-com-3567 355 60 30 30 CD www-sonatype-com-3567 355 61 20 20 CD www-sonatype-com-3567 355 62 10 10 CD www-sonatype-com-3567 355 63 0 0 CD www-sonatype-com-3567 355 64 10 10 CD www-sonatype-com-3567 355 65 20 20 CD www-sonatype-com-3567 355 66 30 30 CD www-sonatype-com-3567 355 67 40 40 CD www-sonatype-com-3567 355 68 50 50 CD www-sonatype-com-3567 355 69 + + SYM www-sonatype-com-3567 355 70 C c NN www-sonatype-com-3567 355 71 H h NN www-sonatype-com-3567 355 72 A a NN www-sonatype-com-3567 355 73 P p NN www-sonatype-com-3567 355 74 T t NN www-sonatype-com-3567 355 75 E e NN www-sonatype-com-3567 355 76 R r NN www-sonatype-com-3567 355 77 4 4 CD www-sonatype-com-3567 355 78 : : : www-sonatype-com-3567 355 79 H h NN www-sonatype-com-3567 355 80 O o NN www-sonatype-com-3567 355 81 W w NN www-sonatype-com-3567 355 82 H h NN www-sonatype-com-3567 355 83 IG ig NN www-sonatype-com-3567 355 84 H h NN www-sonatype-com-3567 355 85 P p NN www-sonatype-com-3567 355 86 E e NN www-sonatype-com-3567 355 87 R r NN www-sonatype-com-3567 355 88 F f NN www-sonatype-com-3567 355 89 O o NN www-sonatype-com-3567 355 90 R r NN www-sonatype-com-3567 355 91 M m NN www-sonatype-com-3567 355 92 A A NNP www-sonatype-com-3567 355 93 N n NN www-sonatype-com-3567 355 94 C c NN www-sonatype-com-3567 355 95 E e NN www-sonatype-com-3567 355 96 T t NN www-sonatype-com-3567 355 97 E e NN www-sonatype-com-3567 355 98 A a NN www-sonatype-com-3567 355 99 M m NN www-sonatype-com-3567 355 100 S s NN www-sonatype-com-3567 355 101 M M NNP www-sonatype-com-3567 355 102 A A NNP www-sonatype-com-3567 355 103 N N NNP www-sonatype-com-3567 355 104 A a NN www-sonatype-com-3567 355 105 G g NN www-sonatype-com-3567 355 106 E e NN www-sonatype-com-3567 355 107 O o NN www-sonatype-com-3567 355 108 P p NN www-sonatype-com-3567 355 109 E e NN www-sonatype-com-3567 355 110 N n NN www-sonatype-com-3567 355 111 S s NN www-sonatype-com-3567 355 112 O o NN www-sonatype-com-3567 355 113 U u NN www-sonatype-com-3567 355 114 R r NN www-sonatype-com-3567 355 115 C c NN www-sonatype-com-3567 355 116 E e NN www-sonatype-com-3567 355 117 S s NN www-sonatype-com-3567 355 118 O o NN www-sonatype-com-3567 355 119 F f NN www-sonatype-com-3567 355 120 T t NN www-sonatype-com-3567 355 121 W w NN www-sonatype-com-3567 355 122 A a NN www-sonatype-com-3567 355 123 R r NN www-sonatype-com-3567 355 124 E e NN www-sonatype-com-3567 355 125 S s NN www-sonatype-com-3567 355 126 U u NN www-sonatype-com-3567 355 127 P p NN www-sonatype-com-3567 355 128 P p NN www-sonatype-com-3567 355 129 LY ly NN www-sonatype-com-3567 355 130 C c NN www-sonatype-com-3567 355 131 H h NN www-sonatype-com-3567 355 132 A a NN www-sonatype-com-3567 355 133 IN in NN www-sonatype-com-3567 355 134 292020 292020 CD www-sonatype-com-3567 355 135 STATE STATE NNP www-sonatype-com-3567 355 136 OF of IN www-sonatype-com-3567 355 137 THE the DT www-sonatype-com-3567 355 138 SOFTWARE software NN www-sonatype-com-3567 355 139 SUPPLY supply NN www-sonatype-com-3567 355 140 CHAIN CHAIN NNP www-sonatype-com-3567 355 141 REPORT REPORT NNP www-sonatype-com-3567 355 142 Poor Poor NNP www-sonatype-com-3567 355 143 Migrations Migrations NNPS www-sonatype-com-3567 355 144 - - HYPH www-sonatype-com-3567 355 145 > > NN www-sonatype-com-3567 355 146 Good Good NNP www-sonatype-com-3567 355 147 Migrations Migrations NNPS www-sonatype-com-3567 355 148 ( ( -LRB- www-sonatype-com-3567 355 149 by by IN www-sonatype-com-3567 355 150 application application NN www-sonatype-com-3567 355 151 count count NN www-sonatype-com-3567 355 152 ) ) -RRB- www-sonatype-com-3567 355 153 spring.spring spring.spring NN www-sonatype-com-3567 355 154 - - HYPH www-sonatype-com-3567 355 155 core core NN www-sonatype-com-3567 355 156 library library NN www-sonatype-com-3567 355 157 50 50 CD www-sonatype-com-3567 355 158 + + SYM www-sonatype-com-3567 355 159 40 40 CD www-sonatype-com-3567 355 160 30 30 CD www-sonatype-com-3567 355 161 20 20 CD www-sonatype-com-3567 355 162 10 10 CD www-sonatype-com-3567 355 163 0 0 CD www-sonatype-com-3567 355 164 10 10 CD www-sonatype-com-3567 355 165 20 20 CD www-sonatype-com-3567 355 166 30 30 CD www-sonatype-com-3567 355 167 40 40 CD www-sonatype-com-3567 355 168 50 50 CD www-sonatype-com-3567 355 169 + + CC www-sonatype-com-3567 355 170 MIGRATION migration NN www-sonatype-com-3567 355 171 PATTERNS pattern NNS www-sonatype-com-3567 355 172 BETWEEN between IN www-sonatype-com-3567 355 173 OSS oss NN www-sonatype-com-3567 355 174 COMPONENT component NN www-sonatype-com-3567 355 175 RELEASES releases VBP www-sonatype-com-3567 355 176 Poor Poor NNP www-sonatype-com-3567 355 177 Migrations migration NNS www-sonatype-com-3567 355 178 - - HYPH www-sonatype-com-3567 355 179 > > NN www-sonatype-com-3567 355 180 Good Good NNP www-sonatype-com-3567 355 181 Migrations Migrations NNPS www-sonatype-com-3567 355 182 ( ( -LRB- www-sonatype-com-3567 355 183 by by IN www-sonatype-com-3567 355 184 application application NN www-sonatype-com-3567 355 185 count count NN www-sonatype-com-3567 355 186 ) ) -RRB- www-sonatype-com-3567 355 187 hibernate hibernate NN www-sonatype-com-3567 355 188 - - HYPH www-sonatype-com-3567 355 189 validator validator NN www-sonatype-com-3567 355 190 library library NN www-sonatype-com-3567 355 191 MIGRATION migration NN www-sonatype-com-3567 355 192 PATTERNS patterns RB www-sonatype-com-3567 355 193 BETWEEN between IN www-sonatype-com-3567 355 194 OSS oss NN www-sonatype-com-3567 355 195 COMPONENT component NN www-sonatype-com-3567 355 196 RELEASES releases VBP www-sonatype-com-3567 355 197 50 50 CD www-sonatype-com-3567 355 198 + + SYM www-sonatype-com-3567 355 199 40 40 CD www-sonatype-com-3567 355 200 30 30 CD www-sonatype-com-3567 355 201 20 20 CD www-sonatype-com-3567 355 202 10 10 CD www-sonatype-com-3567 355 203 0 0 CD www-sonatype-com-3567 355 204 10 10 CD www-sonatype-com-3567 355 205 20 20 CD www-sonatype-com-3567 355 206 30 30 CD www-sonatype-com-3567 355 207 40 40 CD www-sonatype-com-3567 355 208 50 50 CD www-sonatype-com-3567 355 209 + + CD www-sonatype-com-3567 355 210 Poor Poor NNP www-sonatype-com-3567 355 211 Migrations Migrations NNPS www-sonatype-com-3567 355 212 - - , www-sonatype-com-3567 355 213 > > NN www-sonatype-com-3567 355 214 Good Good NNP www-sonatype-com-3567 355 215 Migrations Migrations NNPS www-sonatype-com-3567 355 216 ( ( -LRB- www-sonatype-com-3567 355 217 by by IN www-sonatype-com-3567 355 218 application application NN www-sonatype-com-3567 355 219 count count NN www-sonatype-com-3567 355 220 ) ) -RRB- www-sonatype-com-3567 355 221 FIGURE FIGURE NNP www-sonatype-com-3567 355 222 4 4 CD www-sonatype-com-3567 355 223 G g NN www-sonatype-com-3567 355 224 spring.spring spring.spring NN www-sonatype-com-3567 355 225 - - HYPH www-sonatype-com-3567 355 226 core core NN www-sonatype-com-3567 355 227 library library NN www-sonatype-com-3567 355 228 Poor Poor NNP www-sonatype-com-3567 355 229 Migrations Migrations NNPS www-sonatype-com-3567 355 230 - - HYPH www-sonatype-com-3567 355 231 > > NN www-sonatype-com-3567 355 232 Good Good NNP www-sonatype-com-3567 355 233 Migrations Migrations NNPS www-sonatype-com-3567 355 234 ( ( -LRB- www-sonatype-com-3567 355 235 by by IN www-sonatype-com-3567 355 236 application application NN www-sonatype-com-3567 355 237 count count NN www-sonatype-com-3567 355 238 ) ) -RRB- www-sonatype-com-3567 355 239 FIGURE FIGURE NNP www-sonatype-com-3567 355 240 4F 4F NNP www-sonatype-com-3567 355 241 hibernate hibernate NN www-sonatype-com-3567 355 242 - - HYPH www-sonatype-com-3567 355 243 validator validator NN www-sonatype-com-3567 355 244 library library NN www-sonatype-com-3567 355 245 50 50 CD www-sonatype-com-3567 355 246 + + SYM www-sonatype-com-3567 355 247 40 40 CD www-sonatype-com-3567 355 248 30 30 CD www-sonatype-com-3567 355 249 20 20 CD www-sonatype-com-3567 355 250 10 10 CD www-sonatype-com-3567 355 251 0 0 CD www-sonatype-com-3567 355 252 10 10 CD www-sonatype-com-3567 355 253 20 20 CD www-sonatype-com-3567 355 254 30 30 CD www-sonatype-com-3567 355 255 40 40 CD www-sonatype-com-3567 355 256 50 50 CD www-sonatype-com-3567 355 257 + + SYM www-sonatype-com-3567 355 258 50 50 CD www-sonatype-com-3567 355 259 + + SYM www-sonatype-com-3567 355 260 40 40 CD www-sonatype-com-3567 355 261 30 30 CD www-sonatype-com-3567 355 262 20 20 CD www-sonatype-com-3567 355 263 10 10 CD www-sonatype-com-3567 355 264 0 0 CD www-sonatype-com-3567 355 265 10 10 CD www-sonatype-com-3567 355 266 20 20 CD www-sonatype-com-3567 355 267 30 30 CD www-sonatype-com-3567 355 268 40 40 CD www-sonatype-com-3567 355 269 50 50 CD www-sonatype-com-3567 355 270 + + SYM www-sonatype-com-3567 355 271 C c NN www-sonatype-com-3567 355 272 H h NN www-sonatype-com-3567 355 273 A a NN www-sonatype-com-3567 355 274 P p NN www-sonatype-com-3567 355 275 T t NN www-sonatype-com-3567 355 276 E e NN www-sonatype-com-3567 355 277 R r NN www-sonatype-com-3567 355 278 4 4 CD www-sonatype-com-3567 355 279 : : : www-sonatype-com-3567 355 280 H h NN www-sonatype-com-3567 355 281 O o NN www-sonatype-com-3567 355 282 W w NN www-sonatype-com-3567 355 283 H h NN www-sonatype-com-3567 355 284 IG ig NN www-sonatype-com-3567 355 285 H h NN www-sonatype-com-3567 355 286 P p NN www-sonatype-com-3567 355 287 E e NN www-sonatype-com-3567 355 288 R r NN www-sonatype-com-3567 355 289 F f NN www-sonatype-com-3567 355 290 O o NN www-sonatype-com-3567 355 291 R r NN www-sonatype-com-3567 355 292 M m NN www-sonatype-com-3567 355 293 A A NNP www-sonatype-com-3567 355 294 N n NN www-sonatype-com-3567 355 295 C c NN www-sonatype-com-3567 355 296 E e NN www-sonatype-com-3567 355 297 T t NN www-sonatype-com-3567 355 298 E e NN www-sonatype-com-3567 355 299 A a NN www-sonatype-com-3567 355 300 M m NN www-sonatype-com-3567 355 301 S s NN www-sonatype-com-3567 355 302 M M NNP www-sonatype-com-3567 355 303 A A NNP www-sonatype-com-3567 355 304 N N NNP www-sonatype-com-3567 355 305 A a NN www-sonatype-com-3567 355 306 G g NN www-sonatype-com-3567 355 307 E e NN www-sonatype-com-3567 355 308 O o NN www-sonatype-com-3567 355 309 P p NN www-sonatype-com-3567 355 310 E e NN www-sonatype-com-3567 355 311 N n NN www-sonatype-com-3567 355 312 S s NN www-sonatype-com-3567 355 313 O o NN www-sonatype-com-3567 355 314 U u NN www-sonatype-com-3567 355 315 R r NN www-sonatype-com-3567 355 316 C c NN www-sonatype-com-3567 355 317 E e NN www-sonatype-com-3567 355 318 S s NN www-sonatype-com-3567 355 319 O o NN www-sonatype-com-3567 355 320 F f NN www-sonatype-com-3567 355 321 T t NN www-sonatype-com-3567 355 322 W w NN www-sonatype-com-3567 355 323 A a NN www-sonatype-com-3567 355 324 R r NN www-sonatype-com-3567 355 325 E e NN www-sonatype-com-3567 355 326 S s NN www-sonatype-com-3567 355 327 U u NN www-sonatype-com-3567 355 328 P p NN www-sonatype-com-3567 355 329 P p NN www-sonatype-com-3567 355 330 LY ly NN www-sonatype-com-3567 355 331 C c NN www-sonatype-com-3567 355 332 H h NN www-sonatype-com-3567 355 333 A a NN www-sonatype-com-3567 355 334 IN in NN www-sonatype-com-3567 355 335 302020 302020 CD www-sonatype-com-3567 355 336 STATE STATE NNP www-sonatype-com-3567 355 337 OF of IN www-sonatype-com-3567 355 338 THE the DT www-sonatype-com-3567 355 339 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 355 340 SUPPLY supply NN www-sonatype-com-3567 355 341 CHAIN CHAIN NNP www-sonatype-com-3567 355 342 REPORT REPORT NNP www-sonatype-com-3567 355 343 CHAPTER chapter NN www-sonatype-com-3567 355 344 5 5 CD www-sonatype-com-3567 355 345 The the DT www-sonatype-com-3567 355 346 Trust Trust NNP www-sonatype-com-3567 355 347 and and CC www-sonatype-com-3567 355 348 Integrity Integrity NNP www-sonatype-com-3567 355 349 of of IN www-sonatype-com-3567 355 350 Software Software NNP www-sonatype-com-3567 355 351 Supply Supply NNP www-sonatype-com-3567 355 352 Chains Chains NNPS www-sonatype-com-3567 355 353 Enterprise Enterprise NNP www-sonatype-com-3567 355 354 development development NN www-sonatype-com-3567 355 355 teams team NNS www-sonatype-com-3567 355 356 often often RB www-sonatype-com-3567 355 357 rely rely VBP www-sonatype-com-3567 355 358 on on IN www-sonatype-com-3567 355 359 an an DT www-sonatype-com-3567 355 360 unchecked unchecked JJ www-sonatype-com-3567 355 361 variety variety NN www-sonatype-com-3567 355 362 of of IN www-sonatype-com-3567 355 363 supply supply NN www-sonatype-com-3567 355 364 from from IN www-sonatype-com-3567 355 365 OSS oss NN www-sonatype-com-3567 355 366 projects project NNS www-sonatype-com-3567 355 367 where where WRB www-sonatype-com-3567 355 368 each each DT www-sonatype-com-3567 355 369 developer developer NN www-sonatype-com-3567 355 370 or or CC www-sonatype-com-3567 355 371 development development NN www-sonatype-com-3567 355 372 team team NN www-sonatype-com-3567 355 373 can can MD www-sonatype-com-3567 355 374 make make VB www-sonatype-com-3567 355 375 their -PRON- PRP$ www-sonatype-com-3567 355 376 own own JJ www-sonatype-com-3567 355 377 sourcing sourcing NN www-sonatype-com-3567 355 378 and and CC www-sonatype-com-3567 355 379 procurement procurement NN www-sonatype-com-3567 355 380 decisions decision NNS www-sonatype-com-3567 355 381 . . . www-sonatype-com-3567 356 1 Development development NN www-sonatype-com-3567 356 2 teams team NNS www-sonatype-com-3567 356 3 have have VBP www-sonatype-com-3567 356 4 an an DT www-sonatype-com-3567 356 5 inherent inherent JJ www-sonatype-com-3567 356 6 trust trust NN www-sonatype-com-3567 356 7 in in IN www-sonatype-com-3567 356 8 their -PRON- PRP$ www-sonatype-com-3567 356 9 OSS oss NN www-sonatype-com-3567 356 10 component component NN www-sonatype-com-3567 356 11 ’s ’s POS www-sonatype-com-3567 356 12 authenticity authenticity NN www-sonatype-com-3567 356 13 and and CC www-sonatype-com-3567 356 14 integrity integrity NN www-sonatype-com-3567 356 15 . . . www-sonatype-com-3567 357 1 Yet yet CC www-sonatype-com-3567 357 2 the the DT www-sonatype-com-3567 357 3 complexity complexity NN www-sonatype-com-3567 357 4 of of IN www-sonatype-com-3567 357 5 multi multi JJ www-sonatype-com-3567 357 6 - - JJ www-sonatype-com-3567 357 7 layered layered JJ www-sonatype-com-3567 357 8 open open JJ www-sonatype-com-3567 357 9 source source NN www-sonatype-com-3567 357 10 software software NN www-sonatype-com-3567 357 11 supply supply NN www-sonatype-com-3567 357 12 chains chain NNS www-sonatype-com-3567 357 13 can can MD www-sonatype-com-3567 357 14 obfuscate obfuscate VB www-sonatype-com-3567 357 15 risk risk NN www-sonatype-com-3567 357 16 for for IN www-sonatype-com-3567 357 17 those those DT www-sonatype-com-3567 357 18 seeking seek VBG www-sonatype-com-3567 357 19 to to TO www-sonatype-com-3567 357 20 avoid avoid VB www-sonatype-com-3567 357 21 it -PRON- PRP www-sonatype-com-3567 357 22 . . . www-sonatype-com-3567 358 1 Choosing choose VBG www-sonatype-com-3567 358 2 open open JJ www-sonatype-com-3567 358 3 source source NN www-sonatype-com-3567 358 4 projects project NNS www-sonatype-com-3567 358 5 should should MD www-sonatype-com-3567 358 6 be be VB www-sonatype-com-3567 358 7 considered consider VBN www-sonatype-com-3567 358 8 an an DT www-sonatype-com-3567 358 9 important important JJ www-sonatype-com-3567 358 10 strategic strategic JJ www-sonatype-com-3567 358 11 decision decision NN www-sonatype-com-3567 358 12 for for IN www-sonatype-com-3567 358 13 enterprise enterprise NN www-sonatype-com-3567 358 14 soft- soft- NN www-sonatype-com-3567 358 15 ware ware JJ www-sonatype-com-3567 358 16 development development NN www-sonatype-com-3567 358 17 organizations organization NNS www-sonatype-com-3567 358 18 . . . www-sonatype-com-3567 359 1 Just just RB www-sonatype-com-3567 359 2 as as IN www-sonatype-com-3567 359 3 traditional traditional JJ www-sonatype-com-3567 359 4 manufacturing manufacture VBG www-sonatype-com-3567 359 5 supply supply NN www-sonatype-com-3567 359 6 chains chain NNS www-sonatype-com-3567 359 7 intentionally intentionally RB www-sonatype-com-3567 359 8 select select VBP www-sonatype-com-3567 359 9 parts part NNS www-sonatype-com-3567 359 10 from from IN www-sonatype-com-3567 359 11 approved approve VBN www-sonatype-com-3567 359 12 suppliers supplier NNS www-sonatype-com-3567 359 13 and and CC www-sonatype-com-3567 359 14 rely rely VB www-sonatype-com-3567 359 15 upon upon IN www-sonatype-com-3567 359 16 formalized formalize VBN www-sonatype-com-3567 359 17 procurement procurement NN www-sonatype-com-3567 359 18 practices practice NNS www-sonatype-com-3567 359 19 — — : www-sonatype-com-3567 359 20 enterprise enterprise NN www-sonatype-com-3567 359 21 development development NN www-sonatype-com-3567 359 22 teams team NNS www-sonatype-com-3567 359 23 should should MD www-sonatype-com-3567 359 24 adopt adopt VB www-sonatype-com-3567 359 25 similar similar JJ www-sonatype-com-3567 359 26 criteria criterion NNS www-sonatype-com-3567 359 27 for for IN www-sonatype-com-3567 359 28 their -PRON- PRP$ www-sonatype-com-3567 359 29 selection selection NN www-sonatype-com-3567 359 30 of of IN www-sonatype-com-3567 359 31 OSS oss NN www-sonatype-com-3567 359 32 components component NNS www-sonatype-com-3567 359 33 to to TO www-sonatype-com-3567 359 34 ensure ensure VB www-sonatype-com-3567 359 35 the the DT www-sonatype-com-3567 359 36 highest high JJS www-sonatype-com-3567 359 37 quality quality NN www-sonatype-com-3567 359 38 parts part NNS www-sonatype-com-3567 359 39 are be VBP www-sonatype-com-3567 359 40 selected select VBN www-sonatype-com-3567 359 41 from from IN www-sonatype-com-3567 359 42 the the DT www-sonatype-com-3567 359 43 best good JJS www-sonatype-com-3567 359 44 and and CC www-sonatype-com-3567 359 45 fewest few JJS www-sonatype-com-3567 359 46 suppliers supplier NNS www-sonatype-com-3567 359 47 . . . www-sonatype-com-3567 360 1 As as IN www-sonatype-com-3567 360 2 Jim Jim NNP www-sonatype-com-3567 360 3 Zemlin Zemlin NNP www-sonatype-com-3567 360 4 , , , www-sonatype-com-3567 360 5 Executive Executive NNP www-sonatype-com-3567 360 6 Director Director NNP www-sonatype-com-3567 360 7 of of IN www-sonatype-com-3567 360 8 the the DT www-sonatype-com-3567 360 9 Linux Linux NNP www-sonatype-com-3567 360 10 Foundation Foundation NNP www-sonatype-com-3567 360 11 recently recently RB www-sonatype-com-3567 360 12 remarked remark VBD www-sonatype-com-3567 360 13 , , , www-sonatype-com-3567 360 14 “ " `` www-sonatype-com-3567 360 15 Open open JJ www-sonatype-com-3567 360 16 source source NN www-sonatype-com-3567 360 17 is be VBZ www-sonatype-com-3567 360 18 an an DT www-sonatype-com-3567 360 19 undeniable undeniable JJ www-sonatype-com-3567 360 20 and and CC www-sonatype-com-3567 360 21 critical critical JJ www-sonatype-com-3567 360 22 part part NN www-sonatype-com-3567 360 23 of of IN www-sonatype-com-3567 360 24 today today NN www-sonatype-com-3567 360 25 ’s ’s POS www-sonatype-com-3567 360 26 economy economy NN www-sonatype-com-3567 360 27 , , , www-sonatype-com-3567 360 28 providing provide VBG www-sonatype-com-3567 360 29 the the DT www-sonatype-com-3567 360 30 underpinnings underpinning NNS www-sonatype-com-3567 360 31 for for IN www-sonatype-com-3567 360 32 most most JJS www-sonatype-com-3567 360 33 of of IN www-sonatype-com-3567 360 34 our -PRON- PRP$ www-sonatype-com-3567 360 35 global global JJ www-sonatype-com-3567 360 36 commerce commerce NN www-sonatype-com-3567 360 37 . . . www-sonatype-com-3567 361 1 Hundreds hundred NNS www-sonatype-com-3567 361 2 of of IN www-sonatype-com-3567 361 3 thousands thousand NNS www-sonatype-com-3567 361 4 of of IN www-sonatype-com-3567 361 5 open open JJ www-sonatype-com-3567 361 6 source source NN www-sonatype-com-3567 361 7 software software NN www-sonatype-com-3567 361 8 packages package NNS www-sonatype-com-3567 361 9 are be VBP www-sonatype-com-3567 361 10 in in IN www-sonatype-com-3567 361 11 production production NN www-sonatype-com-3567 361 12 applications application NNS www-sonatype-com-3567 361 13 throughout throughout IN www-sonatype-com-3567 361 14 the the DT www-sonatype-com-3567 361 15 supply supply NN www-sonatype-com-3567 361 16 chain chain NN www-sonatype-com-3567 361 17 , , , www-sonatype-com-3567 361 18 so so CC www-sonatype-com-3567 361 19 understanding understand VBG www-sonatype-com-3567 361 20 what what WP www-sonatype-com-3567 361 21 we -PRON- PRP www-sonatype-com-3567 361 22 need need VBP www-sonatype-com-3567 361 23 to to TO www-sonatype-com-3567 361 24 be be VB www-sonatype-com-3567 361 25 assessing assess VBG www-sonatype-com-3567 361 26 for for IN www-sonatype-com-3567 361 27 vulnerabilities vulnerability NNS www-sonatype-com-3567 361 28 is be VBZ www-sonatype-com-3567 361 29 the the DT www-sonatype-com-3567 361 30 first first JJ www-sonatype-com-3567 361 31 step step NN www-sonatype-com-3567 361 32 for for IN www-sonatype-com-3567 361 33 ensuring ensure VBG www-sonatype-com-3567 361 34 long long JJ www-sonatype-com-3567 361 35 - - HYPH www-sonatype-com-3567 361 36 term term NN www-sonatype-com-3567 361 37 security security NN www-sonatype-com-3567 361 38 and and CC www-sonatype-com-3567 361 39 sustainability sustainability NN www-sonatype-com-3567 361 40 of of IN www-sonatype-com-3567 361 41 open open JJ www-sonatype-com-3567 361 42 source source NN www-sonatype-com-3567 361 43 software software NN www-sonatype-com-3567 361 44 . . . www-sonatype-com-3567 361 45 ”33 ”33 VB www-sonatype-com-3567 361 46 1 1 CD www-sonatype-com-3567 361 47 in in IN www-sonatype-com-3567 361 48 10 10 CD www-sonatype-com-3567 361 49 OSS oss NN www-sonatype-com-3567 361 50 Downloads download NNS www-sonatype-com-3567 361 51 Are be VBP www-sonatype-com-3567 361 52 Vulnerable vulnerable JJ www-sonatype-com-3567 361 53 To to TO www-sonatype-com-3567 361 54 better well RBR www-sonatype-com-3567 361 55 understand understand VB www-sonatype-com-3567 361 56 how how WRB www-sonatype-com-3567 361 57 defective defective JJ www-sonatype-com-3567 361 58 and and CC www-sonatype-com-3567 361 59 known know VBN www-sonatype-com-3567 361 60 vul- vul- DT www-sonatype-com-3567 361 61 nerable nerable JJ www-sonatype-com-3567 361 62 component component NN www-sonatype-com-3567 361 63 releases release NNS www-sonatype-com-3567 361 64 flow flow VBP www-sonatype-com-3567 361 65 through through IN www-sonatype-com-3567 361 66 software software NN www-sonatype-com-3567 361 67 supply supply NN www-sonatype-com-3567 361 68 chains chain NNS www-sonatype-com-3567 361 69 , , , www-sonatype-com-3567 361 70 we -PRON- PRP www-sonatype-com-3567 361 71 first first RB www-sonatype-com-3567 361 72 have have VBP www-sonatype-com-3567 361 73 to to TO www-sonatype-com-3567 361 74 look look VB www-sonatype-com-3567 361 75 at at IN www-sonatype-com-3567 361 76 public public JJ www-sonatype-com-3567 361 77 open open JJ www-sonatype-com-3567 361 78 source source NN www-sonatype-com-3567 361 79 repositories repository NNS www-sonatype-com-3567 361 80 ( ( -LRB- www-sonatype-com-3567 361 81 e.g. e.g. RB www-sonatype-com-3567 361 82 , , , www-sonatype-com-3567 361 83 Maven Maven NNP www-sonatype-com-3567 361 84 Central Central NNP www-sonatype-com-3567 361 85 , , , www-sonatype-com-3567 361 86 npmjs npmjs JJ www-sonatype-com-3567 361 87 . . . www-sonatype-com-3567 362 1 org org NNP www-sonatype-com-3567 362 2 , , , www-sonatype-com-3567 362 3 RubyGems.org RubyGems.org NNP www-sonatype-com-3567 362 4 , , , www-sonatype-com-3567 362 5 NuGet NuGet NNP www-sonatype-com-3567 362 6 Gallery Gallery NNP www-sonatype-com-3567 362 7 ) ) -RRB- www-sonatype-com-3567 362 8 . . . www-sonatype-com-3567 363 1 Developers developer NNS www-sonatype-com-3567 363 2 download download VBP www-sonatype-com-3567 363 3 free free JJ www-sonatype-com-3567 363 4 open open JJ www-sonatype-com-3567 363 5 source source NN www-sonatype-com-3567 363 6 component component NN www-sonatype-com-3567 363 7 releases release NNS www-sonatype-com-3567 363 8 from from IN www-sonatype-com-3567 363 9 these these DT www-sonatype-com-3567 363 10 internet internet NN www-sonatype-com-3567 363 11 - - HYPH www-sonatype-com-3567 363 12 based base VBN www-sonatype-com-3567 363 13 code code NN www-sonatype-com-3567 363 14 warehouses warehouse NNS www-sonatype-com-3567 363 15 in in IN www-sonatype-com-3567 363 16 order order NN www-sonatype-com-3567 363 17 to to TO www-sonatype-com-3567 363 18 build build VB www-sonatype-com-3567 363 19 their -PRON- PRP$ www-sonatype-com-3567 363 20 applications application NNS www-sonatype-com-3567 363 21 . . . www-sonatype-com-3567 364 1 For for IN www-sonatype-com-3567 364 2 the the DT www-sonatype-com-3567 364 3 past past JJ www-sonatype-com-3567 364 4 seven seven CD www-sonatype-com-3567 364 5 years year NNS www-sonatype-com-3567 364 6 Sonatype Sonatype NNP www-sonatype-com-3567 364 7 has have VBZ www-sonatype-com-3567 364 8 analyzed analyze VBN www-sonatype-com-3567 364 9 the the DT www-sonatype-com-3567 364 10 patterns pattern NNS www-sonatype-com-3567 364 11 and and CC www-sonatype-com-3567 364 12 practices practice NNS www-sonatype-com-3567 364 13 associated associate VBN www-sonatype-com-3567 364 14 with with IN www-sonatype-com-3567 364 15 Java Java NNP www-sonatype-com-3567 364 16 components component NNS www-sonatype-com-3567 364 17 being be VBG www-sonatype-com-3567 364 18 downloaded download VBN www-sonatype-com-3567 364 19 from from IN www-sonatype-com-3567 364 20 The the DT www-sonatype-com-3567 364 21 Central Central NNP www-sonatype-com-3567 364 22 Repository Repository NNP www-sonatype-com-3567 364 23 ( ( -LRB- www-sonatype-com-3567 364 24 FIGURE FIGURE NNP www-sonatype-com-3567 364 25 5B 5b NN www-sonatype-com-3567 364 26 ) ) -RRB- www-sonatype-com-3567 364 27 . . . www-sonatype-com-3567 365 1 In in IN www-sonatype-com-3567 365 2 2019 2019 CD www-sonatype-com-3567 365 3 , , , www-sonatype-com-3567 365 4 10.4 10.4 CD www-sonatype-com-3567 365 5 % % NN www-sonatype-com-3567 365 6 of of IN www-sonatype-com-3567 365 7 the the DT www-sonatype-com-3567 365 8 billions billion NNS www-sonatype-com-3567 365 9 of of IN www-sonatype-com-3567 365 10 downloads download NNS www-sonatype-com-3567 365 11 had have VBD www-sonatype-com-3567 365 12 at at RB www-sonatype-com-3567 365 13 least least RBS www-sonatype-com-3567 365 14 one one CD www-sonatype-com-3567 365 15 known know VBN www-sonatype-com-3567 365 16 vulnerability vulnerability NN www-sonatype-com-3567 365 17 . . . www-sonatype-com-3567 365 18 ’ ' '' www-sonatype-com-3567 365 19 Furthermore furthermore RB www-sonatype-com-3567 365 20 , , , www-sonatype-com-3567 365 21 research research NN www-sonatype-com-3567 365 22 from from IN www-sonatype-com-3567 365 23 the the DT www-sonatype-com-3567 365 24 University University NNP www-sonatype-com-3567 365 25 of of IN www-sonatype-com-3567 365 26 Darmstadt Darmstadt NNP www-sonatype-com-3567 365 27 published publish VBN www-sonatype-com-3567 365 28 in in IN www-sonatype-com-3567 365 29 August August NNP www-sonatype-com-3567 365 30 2019 2019 CD www-sonatype-com-3567 365 31 revealed reveal VBD www-sonatype-com-3567 365 32 that that IN www-sonatype-com-3567 365 33 nearly nearly RB www-sonatype-com-3567 365 34 40 40 CD www-sonatype-com-3567 365 35 % % NN www-sonatype-com-3567 365 36 of of IN www-sonatype-com-3567 365 37 all all DT www-sonatype-com-3567 365 38 npm npm NN www-sonatype-com-3567 365 39 packages package NNS www-sonatype-com-3567 365 40 rely rely VBP www-sonatype-com-3567 365 41 on on IN www-sonatype-com-3567 365 42 code code NN www-sonatype-com-3567 365 43 with with IN www-sonatype-com-3567 365 44 known know VBN www-sonatype-com-3567 365 45 vulnerabilities vulnerability NNS www-sonatype-com-3567 365 46 . . . www-sonatype-com-3567 366 1 Perhaps perhaps RB www-sonatype-com-3567 366 2 even even RB www-sonatype-com-3567 366 3 more more JJR www-sonatype-com-3567 366 4 con- con- NN www-sonatype-com-3567 366 5 cerning cerning NN www-sonatype-com-3567 366 6 is be VBZ www-sonatype-com-3567 366 7 that that IN www-sonatype-com-3567 366 8 66 66 CD www-sonatype-com-3567 366 9 % % NN www-sonatype-com-3567 366 10 of of IN www-sonatype-com-3567 366 11 security security NN www-sonatype-com-3567 366 12 vulnerabilities vulnerability NNS www-sonatype-com-3567 366 13 in in IN www-sonatype-com-3567 366 14 npm npm NN www-sonatype-com-3567 366 15 packages package NNS www-sonatype-com-3567 366 16 remain remain VBP www-sonatype-com-3567 366 17 unpatched unpatched JJ www-sonatype-com-3567 366 18 , , , www-sonatype-com-3567 366 19 leaving leave VBG www-sonatype-com-3567 366 20 developers developer NNS www-sonatype-com-3567 366 21 who who WP www-sonatype-com-3567 366 22 want want VBP www-sonatype-com-3567 366 23 to to TO www-sonatype-com-3567 366 24 use use VB www-sonatype-com-3567 366 25 secure secure JJ www-sonatype-com-3567 366 26 packages package NNS www-sonatype-com-3567 366 27 with with IN www-sonatype-com-3567 366 28 no no DT www-sonatype-com-3567 366 29 safe safe JJ www-sonatype-com-3567 366 30 alternatives.34 alternatives.34 NNP www-sonatype-com-3567 366 31 OSS OSS NNP www-sonatype-com-3567 366 32 Project Project NNP www-sonatype-com-3567 366 33 OSS OSS NNP www-sonatype-com-3567 366 34 Project Project NNP www-sonatype-com-3567 366 35 OSS OSS NNP www-sonatype-com-3567 366 36 Project Project NNP www-sonatype-com-3567 366 37 OSS OSS NNP www-sonatype-com-3567 366 38 Project Project NNP www-sonatype-com-3567 366 39 OSS OSS NNP www-sonatype-com-3567 366 40 Project Project NNP www-sonatype-com-3567 366 41 OSS OSS NNP www-sonatype-com-3567 366 42 Project Project NNP www-sonatype-com-3567 366 43 OSS OSS NNP www-sonatype-com-3567 366 44 Project Project NNP www-sonatype-com-3567 366 45 OSS OSS NNP www-sonatype-com-3567 366 46 Project Project NNP www-sonatype-com-3567 366 47 OSS OSS NNP www-sonatype-com-3567 366 48 Project Project NNP www-sonatype-com-3567 366 49 Contract Contract NNP www-sonatype-com-3567 366 50 Developer Developer NNP www-sonatype-com-3567 366 51 System System NNP www-sonatype-com-3567 366 52 Integrator Integrator NNP www-sonatype-com-3567 366 53 Reduction Reduction NNP www-sonatype-com-3567 366 54 of of IN www-sonatype-com-3567 366 55 Visibility Visibility NNP www-sonatype-com-3567 366 56 , , , www-sonatype-com-3567 366 57 Awareness Awareness NNP www-sonatype-com-3567 366 58 , , , www-sonatype-com-3567 366 59 and and CC www-sonatype-com-3567 366 60 Control Control NNP www-sonatype-com-3567 366 61 OSS OSS NNP www-sonatype-com-3567 366 62 Project Project NNP www-sonatype-com-3567 366 63 OSS OSS NNP www-sonatype-com-3567 366 64 Project Project NNP www-sonatype-com-3567 366 65 OSS OSS NNP www-sonatype-com-3567 366 66 Project Project NNP www-sonatype-com-3567 366 67 OSS OSS NNP www-sonatype-com-3567 366 68 Project Project NNP www-sonatype-com-3567 366 69 Organization Organization NNP www-sonatype-com-3567 366 70 Development Development NNP www-sonatype-com-3567 366 71 ’s ’s POS www-sonatype-com-3567 366 72 Visibility Visibility NNP www-sonatype-com-3567 366 73 , , , www-sonatype-com-3567 366 74 Awareness Awareness NNP www-sonatype-com-3567 366 75 , , , www-sonatype-com-3567 366 76 and and CC www-sonatype-com-3567 366 77 Control Control NNP www-sonatype-com-3567 366 78 of of IN www-sonatype-com-3567 366 79 its -PRON- PRP$ www-sonatype-com-3567 366 80 Software Software NNP www-sonatype-com-3567 366 81 Supply Supply NNP www-sonatype-com-3567 366 82 Chain chain NN www-sonatype-com-3567 366 83 FIGURE figure VBP www-sonatype-com-3567 366 84 5A 5a NN www-sonatype-com-3567 366 85 Development development NN www-sonatype-com-3567 366 86 ’s ’s POS www-sonatype-com-3567 366 87 Visibility Visibility NNP www-sonatype-com-3567 366 88 , , , www-sonatype-com-3567 366 89 Awareness Awareness NNP www-sonatype-com-3567 366 90 and and CC www-sonatype-com-3567 366 91 Control Control NNP www-sonatype-com-3567 366 92 of of IN www-sonatype-com-3567 366 93 its -PRON- PRP$ www-sonatype-com-3567 366 94 Software Software NNP www-sonatype-com-3567 366 95 Supply Supply NNP www-sonatype-com-3567 366 96 Chain Chain NNP www-sonatype-com-3567 366 97 2013 2013 CD www-sonatype-com-3567 366 98 2014 2014 CD www-sonatype-com-3567 366 99 2015 2015 CD www-sonatype-com-3567 366 100 2016 2016 CD www-sonatype-com-3567 366 101 2017 2017 CD www-sonatype-com-3567 366 102 2018 2018 CD www-sonatype-com-3567 366 103 2019 2019 CD www-sonatype-com-3567 366 104 Percentage Percentage NNP www-sonatype-com-3567 366 105 of of IN www-sonatype-com-3567 366 106 downloads download NNS www-sonatype-com-3567 366 107 with with IN www-sonatype-com-3567 366 108 known know VBN www-sonatype-com-3567 366 109 vulnerabilities vulnerability NNS www-sonatype-com-3567 366 110 5.4 5.4 CD www-sonatype-com-3567 366 111 % % NN www-sonatype-com-3567 366 112 6.2 6.2 CD www-sonatype-com-3567 366 113 % % NN www-sonatype-com-3567 366 114 6.1 6.1 CD www-sonatype-com-3567 366 115 % % NN www-sonatype-com-3567 366 116 5.5 5.5 CD www-sonatype-com-3567 366 117 % % NN www-sonatype-com-3567 366 118 12.1 12.1 CD www-sonatype-com-3567 366 119 % % NN www-sonatype-com-3567 366 120 10.3 10.3 CD www-sonatype-com-3567 366 121 % % NN www-sonatype-com-3567 366 122 10.4 10.4 CD www-sonatype-com-3567 366 123 % % NN www-sonatype-com-3567 366 124 FIGURE FIGURE NNP www-sonatype-com-3567 366 125 5B 5b JJ www-sonatype-com-3567 366 126 322020 322020 CD www-sonatype-com-3567 366 127 STATE STATE NNP www-sonatype-com-3567 366 128 OF of IN www-sonatype-com-3567 366 129 THE the DT www-sonatype-com-3567 366 130 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 366 131 SUPPLY supply NN www-sonatype-com-3567 366 132 CHAIN chain NN www-sonatype-com-3567 366 133 REPORT report NN www-sonatype-com-3567 366 134 C c NN www-sonatype-com-3567 366 135 H h NN www-sonatype-com-3567 366 136 A a NN www-sonatype-com-3567 366 137 P p NN www-sonatype-com-3567 366 138 T t NN www-sonatype-com-3567 366 139 E e NN www-sonatype-com-3567 366 140 R r NN www-sonatype-com-3567 366 141 5 5 CD www-sonatype-com-3567 366 142 : : : www-sonatype-com-3567 366 143 T t NN www-sonatype-com-3567 366 144 H h NN www-sonatype-com-3567 366 145 E e NN www-sonatype-com-3567 366 146 T t NN www-sonatype-com-3567 366 147 R r NN www-sonatype-com-3567 366 148 U u NN www-sonatype-com-3567 366 149 S s NN www-sonatype-com-3567 366 150 T t NN www-sonatype-com-3567 366 151 A a NN www-sonatype-com-3567 366 152 N n NN www-sonatype-com-3567 366 153 D d NN www-sonatype-com-3567 366 154 I i NN www-sonatype-com-3567 366 155 N n NN www-sonatype-com-3567 366 156 T t NN www-sonatype-com-3567 366 157 E e NN www-sonatype-com-3567 366 158 G g NN www-sonatype-com-3567 366 159 R r NN www-sonatype-com-3567 366 160 IT it NN www-sonatype-com-3567 366 161 Y y NN www-sonatype-com-3567 366 162 O o NN www-sonatype-com-3567 366 163 F f NN www-sonatype-com-3567 366 164 S s NN www-sonatype-com-3567 366 165 O o NN www-sonatype-com-3567 366 166 F f NN www-sonatype-com-3567 366 167 T T NNP www-sonatype-com-3567 366 168 W w NN www-sonatype-com-3567 366 169 A a NN www-sonatype-com-3567 366 170 R r NN www-sonatype-com-3567 366 171 E e NN www-sonatype-com-3567 366 172 S s NN www-sonatype-com-3567 366 173 U u NN www-sonatype-com-3567 366 174 P p NN www-sonatype-com-3567 366 175 P p NN www-sonatype-com-3567 366 176 LY ly NN www-sonatype-com-3567 366 177 C c NN www-sonatype-com-3567 366 178 H h NN www-sonatype-com-3567 366 179 A a NN www-sonatype-com-3567 366 180 IN in NN www-sonatype-com-3567 366 181 S s NN www-sonatype-com-3567 366 182 Enterprises enterprise NNS www-sonatype-com-3567 366 183 Rely rely VBP www-sonatype-com-3567 366 184 on on IN www-sonatype-com-3567 366 185 Code Code NNP www-sonatype-com-3567 366 186 From from IN www-sonatype-com-3567 366 187 3,500 3,500 CD www-sonatype-com-3567 366 188 Suppliers Suppliers NNPS www-sonatype-com-3567 366 189 , , , www-sonatype-com-3567 366 190 But but CC www-sonatype-com-3567 366 191 Quality Quality NNP www-sonatype-com-3567 366 192 Varies Varies NNPS www-sonatype-com-3567 366 193 Developers Developers NNPS www-sonatype-com-3567 366 194 build build VBP www-sonatype-com-3567 366 195 applications application NNS www-sonatype-com-3567 366 196 with with IN www-sonatype-com-3567 366 197 someone someone NN www-sonatype-com-3567 366 198 else else RB www-sonatype-com-3567 366 199 ’s ’s POS www-sonatype-com-3567 366 200 code code NN www-sonatype-com-3567 366 201 . . . www-sonatype-com-3567 367 1 Our -PRON- PRP$ www-sonatype-com-3567 367 2 study study NN www-sonatype-com-3567 367 3 of of IN www-sonatype-com-3567 367 4 15,000 15,000 CD www-sonatype-com-3567 367 5 enterprise enterprise NN www-sonatype-com-3567 367 6 software software NN www-sonatype-com-3567 367 7 development development NN www-sonatype-com-3567 367 8 organizations organization NNS www-sonatype-com-3567 367 9 revealed reveal VBD www-sonatype-com-3567 367 10 an an DT www-sonatype-com-3567 367 11 average average NN www-sonatype-com-3567 367 12 of of IN www-sonatype-com-3567 367 13 373,000 373,000 CD www-sonatype-com-3567 367 14 open open JJ 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tions tion NNS www-sonatype-com-3567 370 9 reveals reveal VBZ www-sonatype-com-3567 370 10 that that IN www-sonatype-com-3567 370 11 30,862 30,862 CD www-sonatype-com-3567 370 12 ( ( -LRB- www-sonatype-com-3567 370 13 8.3 8.3 CD www-sonatype-com-3567 370 14 % % NN www-sonatype-com-3567 370 15 ) ) -RRB- www-sonatype-com-3567 370 16 included include VBD www-sonatype-com-3567 370 17 at at IN www-sonatype-com-3567 370 18 least least RBS www-sonatype-com-3567 370 19 one one CD www-sonatype-com-3567 370 20 known know VBN www-sonatype-com-3567 370 21 security security NN www-sonatype-com-3567 370 22 vulnerability vulnerability NN www-sonatype-com-3567 370 23 . . . www-sonatype-com-3567 371 1 Just just RB www-sonatype-com-3567 371 2 as as RB www-sonatype-com-3567 371 3 well well RB www-sonatype-com-3567 371 4 , , , www-sonatype-com-3567 371 5 not not RB www-sonatype-com-3567 371 6 all all DT www-sonatype-com-3567 371 7 security security NN www-sonatype-com-3567 371 8 vulnerabilities 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www-sonatype-com-3567 374 25 , , , www-sonatype-com-3567 374 26 France France NNP www-sonatype-com-3567 374 27 ( ( -LRB- www-sonatype-com-3567 374 28 8.3 8.3 CD www-sonatype-com-3567 374 29 % % NN www-sonatype-com-3567 374 30 ) ) -RRB- www-sonatype-com-3567 374 31 , , , www-sonatype-com-3567 374 32 United United NNP www-sonatype-com-3567 374 33 Kingdom Kingdom NNP www-sonatype-com-3567 374 34 ( ( -LRB- www-sonatype-com-3567 374 35 8.6 8.6 CD www-sonatype-com-3567 374 36 % % NN www-sonatype-com-3567 374 37 ) ) -RRB- www-sonatype-com-3567 374 38 , , , www-sonatype-com-3567 374 39 and and CC www-sonatype-com-3567 374 40 Germany Germany NNP www-sonatype-com-3567 374 41 ( ( -LRB- www-sonatype-com-3567 374 42 7.81 7.81 CD www-sonatype-com-3567 374 43 % % NN www-sonatype-com-3567 374 44 ) ) -RRB- www-sonatype-com-3567 374 45 . . . www-sonatype-com-3567 375 1 OSS oss NN www-sonatype-com-3567 375 2 Components component NNS www-sonatype-com-3567 375 3 Make make VBP www-sonatype-com-3567 375 4 Up up RP www-sonatype-com-3567 375 5 90 90 CD www-sonatype-com-3567 375 6 % % NN www-sonatype-com-3567 375 7 of of IN www-sonatype-com-3567 375 8 a a DT www-sonatype-com-3567 375 9 Modern Modern NNP www-sonatype-com-3567 375 10 Application Application NNP www-sonatype-com-3567 375 11 Just just RB www-sonatype-com-3567 375 12 because because IN www-sonatype-com-3567 375 13 a a DT www-sonatype-com-3567 375 14 developer developer NN www-sonatype-com-3567 375 15 downloaded download VBD www-sonatype-com-3567 375 16 a a DT www-sonatype-com-3567 375 17 compo- compo- NN www-sonatype-com-3567 375 18 nent nent NN www-sonatype-com-3567 375 19 does do VBZ www-sonatype-com-3567 375 20 not not RB www-sonatype-com-3567 375 21 mean mean VB www-sonatype-com-3567 375 22 that that IN www-sonatype-com-3567 375 23 it -PRON- PRP www-sonatype-com-3567 375 24 was be VBD www-sonatype-com-3567 375 25 used use VBN www-sonatype-com-3567 375 26 in in IN www-sonatype-com-3567 375 27 an an DT www-sonatype-com-3567 375 28 applica- applica- JJ www-sonatype-com-3567 375 29 tion tion NN www-sonatype-com-3567 375 30 . . . www-sonatype-com-3567 376 1 To to TO www-sonatype-com-3567 376 2 better well RBR www-sonatype-com-3567 376 3 understand understand VB www-sonatype-com-3567 376 4 how how WRB www-sonatype-com-3567 376 5 many many JJ www-sonatype-com-3567 376 6 open open JJ www-sonatype-com-3567 376 7 source source NN www-sonatype-com-3567 376 8 components component NNS www-sonatype-com-3567 376 9 were be VBD www-sonatype-com-3567 376 10 used use VBN www-sonatype-com-3567 376 11 by by IN www-sonatype-com-3567 376 12 developers developer NNS www-sonatype-com-3567 376 13 , , , www-sonatype-com-3567 376 14 we -PRON- PRP www-sonatype-com-3567 376 15 inves- inves- VBZ www-sonatype-com-3567 376 16 tigated tigate VBD www-sonatype-com-3567 376 17 and and CC www-sonatype-com-3567 376 18 analyzed analyze VBD www-sonatype-com-3567 376 19 1,700 1,700 CD www-sonatype-com-3567 376 20 applications application NNS www-sonatype-com-3567 376 21 for for IN www-sonatype-com-3567 376 22 this this DT www-sonatype-com-3567 376 23 year year NN www-sonatype-com-3567 376 24 ’s ’s POS www-sonatype-com-3567 376 25 report report NN www-sonatype-com-3567 376 26 . . . www-sonatype-com-3567 377 1 We -PRON- PRP www-sonatype-com-3567 377 2 found find VBD www-sonatype-com-3567 377 3 that that IN www-sonatype-com-3567 377 4 development development NN www-sonatype-com-3567 377 5 teams team NNS www-sonatype-com-3567 377 6 use use VBP www-sonatype-com-3567 377 7 an an DT www-sonatype-com-3567 377 8 average average NN www-sonatype-com-3567 377 9 of of IN www-sonatype-com-3567 377 10 135 135 CD www-sonatype-com-3567 377 11 software software NN www-sonatype-com-3567 377 12 components component NNS www-sonatype-com-3567 377 13 of of IN www-sonatype-com-3567 377 14 which which WDT www-sonatype-com-3567 377 15 90 90 CD www-sonatype-com-3567 377 16 % % NN www-sonatype-com-3567 377 17 are be VBP www-sonatype-com-3567 377 18 open open JJ www-sonatype-com-3567 377 19 source source NN www-sonatype-com-3567 377 20 . . . www-sonatype-com-3567 378 1 It -PRON- PRP www-sonatype-com-3567 378 2 was be VBD www-sonatype-com-3567 378 3 not not RB www-sonatype-com-3567 378 4 uncommon uncommon JJ www-sonatype-com-3567 378 5 to to TO www-sonatype-com-3567 378 6 see see VB www-sonatype-com-3567 378 7 applications application NNS www-sonatype-com-3567 378 8 assembled assemble VBN www-sonatype-com-3567 378 9 from from IN www-sonatype-com-3567 378 10 2,000 2,000 CD www-sonatype-com-3567 378 11 – – : www-sonatype-com-3567 378 12 4,000 4,000 CD www-sonatype-com-3567 378 13 OSS oss NN www-sonatype-com-3567 378 14 component component NN www-sonatype-com-3567 378 15 releases release NNS www-sonatype-com-3567 378 16 . . . www-sonatype-com-3567 379 1 Construct construct VB www-sonatype-com-3567 379 2 of of IN www-sonatype-com-3567 379 3 a a DT www-sonatype-com-3567 379 4 Modern Modern NNP www-sonatype-com-3567 379 5 Application Application NNP www-sonatype-com-3567 379 6 90 90 CD www-sonatype-com-3567 379 7 % % NN www-sonatype-com-3567 379 8 of of IN www-sonatype-com-3567 379 9 components component NNS www-sonatype-com-3567 379 10 in in IN www-sonatype-com-3567 379 11 an an DT www-sonatype-com-3567 379 12 application application NN www-sonatype-com-3567 379 13 are be VBP www-sonatype-com-3567 379 14 open open JJ www-sonatype-com-3567 379 15 source source NN www-sonatype-com-3567 379 16 . . . www-sonatype-com-3567 380 1 11 11 CD www-sonatype-com-3567 380 2 % % NN www-sonatype-com-3567 380 3 of of IN www-sonatype-com-3567 380 4 those those DT www-sonatype-com-3567 380 5 are be VBP www-sonatype-com-3567 380 6 known know VBN www-sonatype-com-3567 380 7 to to TO www-sonatype-com-3567 380 8 be be VB www-sonatype-com-3567 380 9 vulnerable vulnerable JJ www-sonatype-com-3567 380 10 . . . www-sonatype-com-3567 381 1 FIGURE FIGURE NNP www-sonatype-com-3567 381 2 5C 5c NN www-sonatype-com-3567 381 3 Construct construct NN www-sonatype-com-3567 381 4 of of IN www-sonatype-com-3567 381 5 a a DT www-sonatype-com-3567 381 6 Modern Modern NNP www-sonatype-com-3567 381 7 Application Application NNP www-sonatype-com-3567 381 8 2012 2012 CD www-sonatype-com-3567 381 9 2014 2014 CD www-sonatype-com-3567 381 10 20182013 20182013 CD www-sonatype-com-3567 381 11 2015 2015 CD www-sonatype-com-3567 381 12 454 454 CD www-sonatype-com-3567 381 13 8 8 CD www-sonatype-com-3567 381 14 2016 2016 CD www-sonatype-com-3567 381 15 2017 2017 CD www-sonatype-com-3567 381 16 221 221 CD www-sonatype-com-3567 381 17 25 25 CD www-sonatype-com-3567 381 18 252 252 CD www-sonatype-com-3567 381 19 29 29 CD www-sonatype-com-3567 381 20 626 626 CD www-sonatype-com-3567 381 21 29 29 CD www-sonatype-com-3567 381 22 236 236 CD www-sonatype-com-3567 381 23 25 25 CD www-sonatype-com-3567 381 24 560 560 CD www-sonatype-com-3567 381 25 27 27 CD www-sonatype-com-3567 381 26 590 590 CD www-sonatype-com-3567 381 27 17 17 CD www-sonatype-com-3567 381 28 Average average JJ www-sonatype-com-3567 381 29 OSS OSS NNP www-sonatype-com-3567 381 30 disclosed disclose VBN www-sonatype-com-3567 381 31 by by IN www-sonatype-com-3567 381 32 development development NN www-sonatype-com-3567 381 33 teams team NNS www-sonatype-com-3567 381 34 . . . www-sonatype-com-3567 382 1 Average average JJ www-sonatype-com-3567 382 2 OSS oss NN www-sonatype-com-3567 382 3 disclosed disclose VBN www-sonatype-com-3567 382 4 by by IN www-sonatype-com-3567 382 5 audit audit NN www-sonatype-com-3567 382 6 teams team NNS www-sonatype-com-3567 382 7 for for IN www-sonatype-com-3567 382 8 the the DT www-sonatype-com-3567 382 9 same same JJ www-sonatype-com-3567 382 10 projects project NNS www-sonatype-com-3567 382 11 . . . www-sonatype-com-3567 383 1 The the DT www-sonatype-com-3567 383 2 OSS oss NN www-sonatype-com-3567 383 3 Knowledge knowledge NN www-sonatype-com-3567 383 4 Gap Gap NNP www-sonatype-com-3567 383 5 Widens widen VBZ www-sonatype-com-3567 383 6 Over over IN www-sonatype-com-3567 383 7 Time Time NNP www-sonatype-com-3567 383 8 SOURCE SOURCE NNP www-sonatype-com-3567 383 9 : : : www-sonatype-com-3567 383 10 REVENERA REVENERA NNP www-sonatype-com-3567 383 11 , , , www-sonatype-com-3567 383 12 THE the DT www-sonatype-com-3567 383 13 MATURITY MATURITY NNP www-sonatype-com-3567 383 14 OF of IN www-sonatype-com-3567 383 15 OPEN OPEN NNP www-sonatype-com-3567 383 16 SOURCE SOURCE NNP www-sonatype-com-3567 383 17 SOFTWARE software NN www-sonatype-com-3567 383 18 FIGURE FIGURE NNS www-sonatype-com-3567 383 19 5D 5D VBZ www-sonatype-com-3567 383 20 The the DT www-sonatype-com-3567 383 21 OSS oss NN www-sonatype-com-3567 383 22 Knowledge knowledge NN www-sonatype-com-3567 383 23 Gap Gap NNP www-sonatype-com-3567 383 24 Widens widen VBZ www-sonatype-com-3567 383 25 Over over IN www-sonatype-com-3567 383 26 Time Time NNP www-sonatype-com-3567 383 27 SOURCE SOURCE NNP www-sonatype-com-3567 383 28 : : : www-sonatype-com-3567 383 29 Revenera Revenera NNP www-sonatype-com-3567 383 30 , , , www-sonatype-com-3567 383 31 The the DT www-sonatype-com-3567 383 32 Maturity Maturity NNP www-sonatype-com-3567 383 33 of of IN www-sonatype-com-3567 383 34 Open Open NNP www-sonatype-com-3567 383 35 Source Source NNP www-sonatype-com-3567 383 36 Software Software NNP www-sonatype-com-3567 383 37 332020 332020 CD www-sonatype-com-3567 383 38 STATE STATE NNP www-sonatype-com-3567 383 39 OF of IN www-sonatype-com-3567 383 40 THE the DT www-sonatype-com-3567 383 41 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 383 42 SUPPLY supply NN www-sonatype-com-3567 383 43 CHAIN chain NN www-sonatype-com-3567 383 44 REPORT report NN www-sonatype-com-3567 383 45 C c NN www-sonatype-com-3567 383 46 H h NN www-sonatype-com-3567 383 47 A a NN www-sonatype-com-3567 383 48 P p NN www-sonatype-com-3567 383 49 T t NN www-sonatype-com-3567 383 50 E e NN www-sonatype-com-3567 383 51 R r NN www-sonatype-com-3567 383 52 5 5 CD www-sonatype-com-3567 383 53 : : : www-sonatype-com-3567 383 54 T t NN www-sonatype-com-3567 383 55 H h NN www-sonatype-com-3567 383 56 E e NN www-sonatype-com-3567 383 57 T t NN www-sonatype-com-3567 383 58 R r NN www-sonatype-com-3567 383 59 U u NN www-sonatype-com-3567 383 60 S s NN www-sonatype-com-3567 383 61 T t NN www-sonatype-com-3567 383 62 A a NN www-sonatype-com-3567 383 63 N n NN www-sonatype-com-3567 383 64 D d NN www-sonatype-com-3567 383 65 I i NN www-sonatype-com-3567 383 66 N n NN www-sonatype-com-3567 383 67 T t NN www-sonatype-com-3567 383 68 E e NN www-sonatype-com-3567 383 69 G g NN www-sonatype-com-3567 383 70 R r NN www-sonatype-com-3567 383 71 IT it NN www-sonatype-com-3567 383 72 Y y NN www-sonatype-com-3567 383 73 O o NN www-sonatype-com-3567 383 74 F f NN www-sonatype-com-3567 383 75 S s NN www-sonatype-com-3567 383 76 O o NN www-sonatype-com-3567 383 77 F f NN www-sonatype-com-3567 383 78 T T NNP www-sonatype-com-3567 383 79 W w NN www-sonatype-com-3567 383 80 A a NN www-sonatype-com-3567 383 81 R r NN www-sonatype-com-3567 383 82 E e NN www-sonatype-com-3567 383 83 S s NN www-sonatype-com-3567 383 84 U u NN www-sonatype-com-3567 383 85 P p NN www-sonatype-com-3567 383 86 P p NN www-sonatype-com-3567 383 87 LY ly NN www-sonatype-com-3567 383 88 C c NN www-sonatype-com-3567 383 89 H h NN www-sonatype-com-3567 383 90 A a NN www-sonatype-com-3567 383 91 IN in NN www-sonatype-com-3567 383 92 S s NN www-sonatype-com-3567 383 93 Furthermore furthermore RB www-sonatype-com-3567 383 94 , , , www-sonatype-com-3567 383 95 11 11 CD www-sonatype-com-3567 383 96 % % NN www-sonatype-com-3567 383 97 of of IN www-sonatype-com-3567 383 98 the the DT www-sonatype-com-3567 383 99 open open JJ www-sonatype-com-3567 383 100 source source NN www-sonatype-com-3567 383 101 components component NNS www-sonatype-com-3567 383 102 had have VBD www-sonatype-com-3567 383 103 at at RB www-sonatype-com-3567 383 104 least least RBS www-sonatype-com-3567 383 105 one one CD www-sonatype-com-3567 383 106 known know VBN www-sonatype-com-3567 383 107 security security NN www-sonatype-com-3567 383 108 vulnerability vulnerability NN www-sonatype-com-3567 383 109 . . . www-sonatype-com-3567 384 1 On on IN www-sonatype-com-3567 384 2 average average JJ www-sonatype-com-3567 384 3 , , , www-sonatype-com-3567 384 4 the the DT www-sonatype-com-3567 384 5 applications application NNS www-sonatype-com-3567 384 6 contained contain VBD www-sonatype-com-3567 384 7 38 38 CD www-sonatype-com-3567 384 8 known know VBN www-sonatype-com-3567 384 9 vulnerabilities vulnerability NNS www-sonatype-com-3567 384 10 . . . www-sonatype-com-3567 385 1 While while IN www-sonatype-com-3567 385 2 any any DT www-sonatype-com-3567 385 3 developer developer NN www-sonatype-com-3567 385 4 knows know VBZ www-sonatype-com-3567 385 5 that that IN www-sonatype-com-3567 385 6 open open JJ www-sonatype-com-3567 385 7 source source NN www-sonatype-com-3567 385 8 components component NNS www-sonatype-com-3567 385 9 are be VBP www-sonatype-com-3567 385 10 used use VBN www-sonatype-com-3567 385 11 to to TO www-sonatype-com-3567 385 12 build build VB www-sonatype-com-3567 385 13 an an DT www-sonatype-com-3567 385 14 application application NN www-sonatype-com-3567 385 15 , , , www-sonatype-com-3567 385 16 the the DT www-sonatype-com-3567 385 17 enterprise enterprise NN www-sonatype-com-3567 385 18 does do VBZ www-sonatype-com-3567 385 19 not not RB www-sonatype-com-3567 385 20 carry carry VB www-sonatype-com-3567 385 21 the the DT www-sonatype-com-3567 385 22 same same JJ www-sonatype-com-3567 385 23 awareness awareness NN www-sonatype-com-3567 385 24 . . . www-sonatype-com-3567 386 1 An an DT www-sonatype-com-3567 386 2 analysis analysis NN www-sonatype-com-3567 386 3 of of IN www-sonatype-com-3567 386 4 open open JJ www-sonatype-com-3567 386 5 source source NN www-sonatype-com-3567 386 6 component component NN www-sonatype-com-3567 386 7 use use NN www-sonatype-com-3567 386 8 in in IN www-sonatype-com-3567 386 9 organizations organization NNS www-sonatype-com-3567 386 10 by by IN www-sonatype-com-3567 386 11 Revenera Revenera NNP www-sonatype-com-3567 386 12 is be VBZ www-sonatype-com-3567 386 13 telling tell VBG www-sonatype-com-3567 386 14 of of IN www-sonatype-com-3567 386 15 software software NN www-sonatype-com-3567 386 16 supply supply NN www-sonatype-com-3567 386 17 chain chain NN www-sonatype-com-3567 386 18 awareness awareness NN www-sonatype-com-3567 386 19 . . . www-sonatype-com-3567 387 1 In in IN www-sonatype-com-3567 387 2 2018 2018 CD www-sonatype-com-3567 387 3 , , , www-sonatype-com-3567 387 4 development development NN www-sonatype-com-3567 387 5 teams team NNS www-sonatype-com-3567 387 6 using use VBG www-sonatype-com-3567 387 7 open open JJ www-sonatype-com-3567 387 8 source source NN www-sonatype-com-3567 387 9 in in IN www-sonatype-com-3567 387 10 development development NN www-sonatype-com-3567 387 11 disclosed disclose VBD www-sonatype-com-3567 387 12 their -PRON- 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www-sonatype-com-3567 388 5 % % NN www-sonatype-com-3567 388 6 of of IN www-sonatype-com-3567 388 7 Enterprises Enterprises NNP www-sonatype-com-3567 388 8 Experienced experience VBD www-sonatype-com-3567 388 9 Open Open NNP www-sonatype-com-3567 388 10 Source source NN www-sonatype-com-3567 388 11 Breaches breach VBZ www-sonatype-com-3567 388 12 According accord VBG www-sonatype-com-3567 388 13 to to IN www-sonatype-com-3567 388 14 the the DT www-sonatype-com-3567 388 15 X X NNP www-sonatype-com-3567 388 16 - - HYPH www-sonatype-com-3567 388 17 Force Force NNP www-sonatype-com-3567 388 18 Threat Threat NNP www-sonatype-com-3567 388 19 Intelligence Intelligence NNP www-sonatype-com-3567 388 20 Index Index NNP www-sonatype-com-3567 388 21 attacks attack VBZ www-sonatype-com-3567 388 22 on on IN www-sonatype-com-3567 388 23 known know VBN www-sonatype-com-3567 388 24 vulnerabilities vulnerability NNS www-sonatype-com-3567 388 25 increased increase VBD www-sonatype-com-3567 388 26 to to IN www-sonatype-com-3567 388 27 30 30 CD www-sonatype-com-3567 388 28 % % NN www-sonatype-com-3567 388 29 in in IN www-sonatype-com-3567 388 30 2019 2019 CD www-sonatype-com-3567 388 31 , , , www-sonatype-com-3567 388 32 up up RB www-sonatype-com-3567 388 33 from from IN www-sonatype-com-3567 388 34 8 8 CD www-sonatype-com-3567 388 35 % % NN www-sonatype-com-3567 388 36 the the DT www-sonatype-com-3567 388 37 previous previous JJ www-sonatype-com-3567 388 38 year.36 year.36 NNP www-sonatype-com-3567 388 39 Development Development NNP www-sonatype-com-3567 388 40 teams team NNS www-sonatype-com-3567 388 41 relying rely VBG www-sonatype-com-3567 388 42 on on IN www-sonatype-com-3567 388 43 open open JJ www-sonatype-com-3567 388 44 source source NN www-sonatype-com-3567 388 45 components component NNS www-sonatype-com-3567 388 46 that that WDT www-sonatype-com-3567 388 47 sometimes sometimes RB www-sonatype-com-3567 388 48 contain contain VBP www-sonatype-com-3567 388 49 known know VBN www-sonatype-com-3567 388 50 vulnerabilities vulnerability NNS www-sonatype-com-3567 388 51 were be VBD www-sonatype-com-3567 388 52 not not RB www-sonatype-com-3567 388 53 immune immune JJ www-sonatype-com-3567 388 54 to to IN www-sonatype-com-3567 388 55 these these DT www-sonatype-com-3567 388 56 attacks attack NNS www-sonatype-com-3567 388 57 . . . www-sonatype-com-3567 389 1 The the DT www-sonatype-com-3567 389 2 2020 2020 CD www-sonatype-com-3567 389 3 DevSecOps DevSecOps NNP www-sonatype-com-3567 389 4 Community Community NNP www-sonatype-com-3567 389 5 Survey Survey NNP www-sonatype-com-3567 389 6 of of IN www-sonatype-com-3567 389 7 over over IN www-sonatype-com-3567 389 8 5,000 5,000 CD www-sonatype-com-3567 389 9 development development NN www-sonatype-com-3567 389 10 professionals professional NNS www-sonatype-com-3567 389 11 revealed reveal VBD www-sonatype-com-3567 389 12 that that IN www-sonatype-com-3567 389 13 21 21 CD www-sonatype-com-3567 389 14 % % NN www-sonatype-com-3567 389 15 had have VBD www-sonatype-com-3567 389 16 experienced experience VBN www-sonatype-com-3567 389 17 an an DT www-sonatype-com-3567 389 18 open open JJ www-sonatype-com-3567 389 19 source source NN www-sonatype-com-3567 389 20 component component NN www-sonatype-com-3567 389 21 related related JJ www-sonatype-com-3567 389 22 breach breach NN www-sonatype-com-3567 389 23 in in IN www-sonatype-com-3567 389 24 the the DT www-sonatype-com-3567 389 25 past past JJ www-sonatype-com-3567 389 26 12 12 CD www-sonatype-com-3567 389 27 months month NNS www-sonatype-com-3567 389 28 ( ( -LRB- www-sonatype-com-3567 389 29 FIGURE FIGURE NNP www-sonatype-com-3567 389 30 5E 5e NN www-sonatype-com-3567 389 31 ) ) -RRB- www-sonatype-com-3567 389 32 . . . www-sonatype-com-3567 390 1 ■ ■ NFP www-sonatype-com-3567 390 2 Open open JJ www-sonatype-com-3567 390 3 source source NN www-sonatype-com-3567 390 4 component component NN www-sonatype-com-3567 390 5 related related JJ www-sonatype-com-3567 390 6 breaches breach NNS www-sonatype-com-3567 390 7 continue continue VBP www-sonatype-com-3567 390 8 to to TO www-sonatype-com-3567 390 9 drop drop VB www-sonatype-com-3567 390 10 , , , www-sonatype-com-3567 390 11 but but CC www-sonatype-com-3567 390 12 still still RB www-sonatype-com-3567 390 13 occur occur VBP www-sonatype-com-3567 390 14 much much RB www-sonatype-com-3567 390 15 too too RB www-sonatype-com-3567 390 16 often often RB www-sonatype-com-3567 390 17 . . . www-sonatype-com-3567 391 1 SOURCE SOURCE NNP www-sonatype-com-3567 391 2 : : : www-sonatype-com-3567 391 3 2020 2020 CD www-sonatype-com-3567 391 4 DEVSECOPS DEVSECOPS NNP www-sonatype-com-3567 391 5 COMMUNITY COMMUNITY NNP www-sonatype-com-3567 391 6 SURVEY SURVEY NNP www-sonatype-com-3567 391 7 , , , www-sonatype-com-3567 391 8 SONATYPE SONATYPE NNP www-sonatype-com-3567 391 9 2019 2019 CD www-sonatype-com-3567 391 10 Survey survey NN www-sonatype-com-3567 391 11 24 24 CD www-sonatype-com-3567 391 12 % % NN www-sonatype-com-3567 391 13 2020 2020 CD www-sonatype-com-3567 391 14 Survey survey NN www-sonatype-com-3567 391 15 21 21 CD www-sonatype-com-3567 391 16 % % NN www-sonatype-com-3567 391 17 31 31 CD www-sonatype-com-3567 391 18 % % NN www-sonatype-com-3567 391 19 2018 2018 CD www-sonatype-com-3567 391 20 Survey survey NN www-sonatype-com-3567 391 21 20 20 CD www-sonatype-com-3567 391 22 % % NN www-sonatype-com-3567 391 23 2017 2017 CD www-sonatype-com-3567 391 24 Survey survey NN www-sonatype-com-3567 391 25 FIGURE FIGURE NNP www-sonatype-com-3567 391 26 5E 5e JJ www-sonatype-com-3567 391 27 Open open JJ www-sonatype-com-3567 391 28 source source NN www-sonatype-com-3567 391 29 component component NN www-sonatype-com-3567 391 30 related related JJ www-sonatype-com-3567 391 31 breaches breach NNS www-sonatype-com-3567 391 32 continue continue VBP www-sonatype-com-3567 391 33 to to TO www-sonatype-com-3567 391 34 drop drop VB www-sonatype-com-3567 391 35 , , , www-sonatype-com-3567 391 36 but but CC www-sonatype-com-3567 391 37 still still RB www-sonatype-com-3567 391 38 occur occur VBP www-sonatype-com-3567 391 39 much much RB www-sonatype-com-3567 391 40 too too RB www-sonatype-com-3567 391 41 often often RB www-sonatype-com-3567 391 42 . . . www-sonatype-com-3567 392 1 SOURCE SOURCE NNP www-sonatype-com-3567 392 2 : : : www-sonatype-com-3567 392 3 2020 2020 CD www-sonatype-com-3567 392 4 DevSecOps DevSecOps NNP www-sonatype-com-3567 392 5 Community Community NNP www-sonatype-com-3567 392 6 Survey Survey NNP www-sonatype-com-3567 392 7 , , , www-sonatype-com-3567 392 8 Sonatype Sonatype NNP www-sonatype-com-3567 392 9 342020 342020 CD www-sonatype-com-3567 392 10 STATE STATE NNP www-sonatype-com-3567 392 11 OF of IN www-sonatype-com-3567 392 12 THE the DT www-sonatype-com-3567 392 13 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 392 14 SUPPLY supply NN www-sonatype-com-3567 392 15 CHAIN chain NN www-sonatype-com-3567 392 16 REPORT report NN www-sonatype-com-3567 392 17 C c NN www-sonatype-com-3567 392 18 H h NN www-sonatype-com-3567 392 19 A a NN www-sonatype-com-3567 392 20 P p NN www-sonatype-com-3567 392 21 T t NN www-sonatype-com-3567 392 22 E e NN www-sonatype-com-3567 392 23 R r NN www-sonatype-com-3567 392 24 5 5 CD www-sonatype-com-3567 392 25 : : : www-sonatype-com-3567 392 26 T t NN www-sonatype-com-3567 392 27 H h NN www-sonatype-com-3567 392 28 E e NN www-sonatype-com-3567 392 29 T t NN www-sonatype-com-3567 392 30 R r NN www-sonatype-com-3567 392 31 U u NN www-sonatype-com-3567 392 32 S s NN www-sonatype-com-3567 392 33 T t NN www-sonatype-com-3567 392 34 A a NN www-sonatype-com-3567 392 35 N n NN www-sonatype-com-3567 392 36 D d NN www-sonatype-com-3567 392 37 I i NN www-sonatype-com-3567 392 38 N n NN www-sonatype-com-3567 392 39 T t NN www-sonatype-com-3567 392 40 E e NN www-sonatype-com-3567 392 41 G g NN www-sonatype-com-3567 392 42 R r NN www-sonatype-com-3567 392 43 IT it NN www-sonatype-com-3567 392 44 Y y NN www-sonatype-com-3567 392 45 O o NN www-sonatype-com-3567 392 46 F f NN www-sonatype-com-3567 392 47 S s NN www-sonatype-com-3567 392 48 O o NN www-sonatype-com-3567 392 49 F f NN www-sonatype-com-3567 392 50 T T NNP www-sonatype-com-3567 392 51 W w NN www-sonatype-com-3567 392 52 A a NN www-sonatype-com-3567 392 53 R r NN www-sonatype-com-3567 392 54 E e NN www-sonatype-com-3567 392 55 S s NN www-sonatype-com-3567 392 56 U u NN www-sonatype-com-3567 392 57 P p NN www-sonatype-com-3567 392 58 P p NN www-sonatype-com-3567 392 59 LY ly NN www-sonatype-com-3567 392 60 C c NN www-sonatype-com-3567 392 61 H h NN www-sonatype-com-3567 392 62 A a NN www-sonatype-com-3567 392 63 IN IN NNP www-sonatype-com-3567 392 64 S S NNP www-sonatype-com-3567 392 65 CHAPTER chapter NN www-sonatype-com-3567 392 66 6 6 CD www-sonatype-com-3567 392 67 The the DT www-sonatype-com-3567 392 68 Changing change VBG www-sonatype-com-3567 392 69 OSS oss NN www-sonatype-com-3567 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www-sonatype-com-3567 392 93 being be VBG www-sonatype-com-3567 392 94 used use VBN www-sonatype-com-3567 392 95 for for IN www-sonatype-com-3567 392 96 evil evil NN www-sonatype-com-3567 392 97 . . . www-sonatype-com-3567 392 98 ” " '' www-sonatype-com-3567 392 99 — — : www-sonatype-com-3567 392 100 SETH SETH NNP www-sonatype-com-3567 392 101 VARGO VARGO NNP www-sonatype-com-3567 392 102 362020 362020 CD www-sonatype-com-3567 392 103 STATE STATE NNP www-sonatype-com-3567 392 104 OF of IN www-sonatype-com-3567 392 105 THE the DT www-sonatype-com-3567 392 106 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 392 107 SUPPLY supply NN www-sonatype-com-3567 392 108 CHAIN chain NN www-sonatype-com-3567 392 109 REPORT report NN www-sonatype-com-3567 392 110 C c NN www-sonatype-com-3567 392 111 H h NN www-sonatype-com-3567 392 112 A a NN www-sonatype-com-3567 392 113 P p NN www-sonatype-com-3567 392 114 T t NN www-sonatype-com-3567 392 115 E e NN www-sonatype-com-3567 392 116 R r NN www-sonatype-com-3567 392 117 6 6 CD www-sonatype-com-3567 392 118 : : : www-sonatype-com-3567 392 119 T t NN www-sonatype-com-3567 392 120 H h NN www-sonatype-com-3567 392 121 E e NN www-sonatype-com-3567 392 122 C c NN www-sonatype-com-3567 392 123 H h NN www-sonatype-com-3567 392 124 A a NN www-sonatype-com-3567 392 125 N n NN www-sonatype-com-3567 392 126 G g NN www-sonatype-com-3567 392 127 IN in IN www-sonatype-com-3567 392 128 G g NN www-sonatype-com-3567 392 129 O o NN www-sonatype-com-3567 392 130 S s NN www-sonatype-com-3567 392 131 S s NN www-sonatype-com-3567 392 132 L l NN www-sonatype-com-3567 392 133 A A NNP www-sonatype-com-3567 392 134 N N NNP www-sonatype-com-3567 392 135 D d NN www-sonatype-com-3567 392 136 S s NN www-sonatype-com-3567 392 137 C c NN www-sonatype-com-3567 392 138 A a NN www-sonatype-com-3567 392 139 P p NN www-sonatype-com-3567 392 140 E e NN www-sonatype-com-3567 392 141 : : : www-sonatype-com-3567 392 142 S s NN www-sonatype-com-3567 392 143 O o NN www-sonatype-com-3567 392 144 C c NN www-sonatype-com-3567 392 145 IA ia NN www-sonatype-com-3567 392 146 L l NN www-sonatype-com-3567 392 147 A A NNP www-sonatype-com-3567 392 148 C c NN www-sonatype-com-3567 392 149 T t NN www-sonatype-com-3567 392 150 IV iv NN www-sonatype-com-3567 392 151 IS be VBZ www-sonatype-com-3567 392 152 M M NNP www-sonatype-com-3567 392 153 A A NNP www-sonatype-com-3567 392 154 N n NN www-sonatype-com-3567 392 155 D d NN www-sonatype-com-3567 392 156 G g NN www-sonatype-com-3567 392 157 O o NN www-sonatype-com-3567 392 158 V v NN www-sonatype-com-3567 392 159 E e NN www-sonatype-com-3567 392 160 R r NN www-sonatype-com-3567 392 161 N n NN www-sonatype-com-3567 392 162 M m NN www-sonatype-com-3567 392 163 E e NN www-sonatype-com-3567 392 164 N n NN www-sonatype-com-3567 392 165 T t NN www-sonatype-com-3567 392 166 S s NN www-sonatype-com-3567 392 167 T t NN www-sonatype-com-3567 392 168 A a NN www-sonatype-com-3567 392 169 N n NN www-sonatype-com-3567 392 170 D d NN www-sonatype-com-3567 392 171 A a NN www-sonatype-com-3567 392 172 R r NN www-sonatype-com-3567 392 173 D d NN www-sonatype-com-3567 392 174 S S NNP www-sonatype-com-3567 392 175 Social Social NNP www-sonatype-com-3567 392 176 Activism Activism NNP www-sonatype-com-3567 392 177 and and CC www-sonatype-com-3567 392 178 Open Open NNP www-sonatype-com-3567 392 179 Source source NN www-sonatype-com-3567 392 180 Software software NN www-sonatype-com-3567 392 181 Social social JJ www-sonatype-com-3567 392 182 activism activism NN www-sonatype-com-3567 392 183 has have VBZ www-sonatype-com-3567 392 184 been be VBN www-sonatype-com-3567 392 185 high high JJ www-sonatype-com-3567 392 186 on on IN www-sonatype-com-3567 392 187 the the DT www-sonatype-com-3567 392 188 agenda agenda NN www-sonatype-com-3567 392 189 of of IN www-sonatype-com-3567 392 190 many many JJ www-sonatype-com-3567 392 191 in in IN www-sonatype-com-3567 392 192 the the DT www-sonatype-com-3567 392 193 tech tech NN www-sonatype-com-3567 392 194 community community NN www-sonatype-com-3567 392 195 . . . www-sonatype-com-3567 393 1 Developers developer NNS www-sonatype-com-3567 393 2 at at IN www-sonatype-com-3567 393 3 Google Google NNP www-sonatype-com-3567 393 4 , , , www-sonatype-com-3567 393 5 WeWork WeWork NNP www-sonatype-com-3567 393 6 , , , www-sonatype-com-3567 393 7 Kickstarter Kickstarter NNP www-sonatype-com-3567 393 8 , , , www-sonatype-com-3567 393 9 Amazon Amazon NNP www-sonatype-com-3567 393 10 , , , www-sonatype-com-3567 393 11 and and CC www-sonatype-com-3567 393 12 other other JJ www-sonatype-com-3567 393 13 companies company NNS www-sonatype-com-3567 393 14 across across IN www-sonatype-com-3567 393 15 the the DT www-sonatype-com-3567 393 16 tech tech NN www-sonatype-com-3567 393 17 industry industry NN www-sonatype-com-3567 393 18 have have VBP www-sonatype-com-3567 393 19 been be VBN www-sonatype-com-3567 393 20 more more RBR www-sonatype-com-3567 393 21 active active JJ 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employee NNS www-sonatype-com-3567 393 44 . . . www-sonatype-com-3567 394 1 The the DT www-sonatype-com-3567 394 2 open open JJ www-sonatype-com-3567 394 3 source source NN www-sonatype-com-3567 394 4 community community NN www-sonatype-com-3567 394 5 has have VBZ www-sonatype-com-3567 394 6 not not RB www-sonatype-com-3567 394 7 been be VBN www-sonatype-com-3567 394 8 immune immune JJ www-sonatype-com-3567 394 9 from from IN www-sonatype-com-3567 394 10 protests protest NNS www-sonatype-com-3567 394 11 . . . www-sonatype-com-3567 395 1 In in IN www-sonatype-com-3567 395 2 2017 2017 CD www-sonatype-com-3567 395 3 , , , www-sonatype-com-3567 395 4 a a DT www-sonatype-com-3567 395 5 developer developer NN www-sonatype-com-3567 395 6 harassed harass VBN www-sonatype-com-3567 395 7 by by IN www-sonatype-com-3567 395 8 corporate corporate JJ www-sonatype-com-3567 395 9 lawyers lawyer NNS www-sonatype-com-3567 395 10 pulled pull VBD www-sonatype-com-3567 395 11 his -PRON- PRP$ 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the DT www-sonatype-com-3567 395 35 code code NN www-sonatype-com-3567 395 36 failed fail VBD www-sonatype-com-3567 395 37 . . . www-sonatype-com-3567 396 1 In in IN www-sonatype-com-3567 396 2 September September NNP www-sonatype-com-3567 396 3 2019 2019 CD www-sonatype-com-3567 396 4 , , , www-sonatype-com-3567 396 5 in in IN www-sonatype-com-3567 396 6 an an DT www-sonatype-com-3567 396 7 effort effort NN www-sonatype-com-3567 396 8 to to TO www-sonatype-com-3567 396 9 protest protest VB www-sonatype-com-3567 396 10 his -PRON- PRP$ www-sonatype-com-3567 396 11 former former JJ www-sonatype-com-3567 396 12 employer employer NN www-sonatype-com-3567 396 13 ’s ’s POS www-sonatype-com-3567 396 14 commercial commercial JJ www-sonatype-com-3567 396 15 relationship relationship NN www-sonatype-com-3567 396 16 with with IN www-sonatype-com-3567 396 17 the the DT www-sonatype-com-3567 396 18 U.S. U.S. NNP www-sonatype-com-3567 396 19 Immigration Immigration NNP www-sonatype-com-3567 396 20 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VBG www-sonatype-com-3567 397 3 code code NN www-sonatype-com-3567 397 4 was be VBD www-sonatype-com-3567 397 5 eventually eventually RB www-sonatype-com-3567 397 6 replaced replace VBN www-sonatype-com-3567 397 7 , , , www-sonatype-com-3567 397 8 but but CC www-sonatype-com-3567 397 9 not not RB www-sonatype-com-3567 397 10 before before IN www-sonatype-com-3567 397 11 a a DT www-sonatype-com-3567 397 12 significant significant JJ www-sonatype-com-3567 397 13 portion portion NN www-sonatype-com-3567 397 14 of of IN www-sonatype-com-3567 397 15 Chef Chef NNP www-sonatype-com-3567 397 16 ’s ’s NNP www-sonatype-com-3567 397 17 customers customer NNS www-sonatype-com-3567 397 18 were be VBD www-sonatype-com-3567 397 19 impacted impact VBN www-sonatype-com-3567 397 20 without without IN www-sonatype-com-3567 397 21 warning warning NN www-sonatype-com-3567 397 22 . . . www-sonatype-com-3567 398 1 Addressing address VBG www-sonatype-com-3567 398 2 the the DT www-sonatype-com-3567 398 3 community community NN www-sonatype-com-3567 398 4 as as IN www-sonatype-com-3567 398 5 to to IN www-sonatype-com-3567 398 6 why why WRB www-sonatype-com-3567 398 7 he -PRON- PRP www-sonatype-com-3567 398 8 pulled pull VBD www-sonatype-com-3567 398 9 his -PRON- PRP$ www-sonatype-com-3567 398 10 code code NN www-sonatype-com-3567 398 11 , , , www-sonatype-com-3567 398 12 Vargo Vargo NNP www-sonatype-com-3567 398 13 wrote write VBD www-sonatype-com-3567 398 14 “ " `` www-sonatype-com-3567 398 15 I -PRON- PRP www-sonatype-com-3567 398 16 have have VBP www-sonatype-com-3567 398 17 a a DT www-sonatype-com-3567 398 18 moral moral JJ www-sonatype-com-3567 398 19 and and CC www-sonatype-com-3567 398 20 ethical ethical JJ www-sonatype-com-3567 398 21 obligation obligation NN www-sonatype-com-3567 398 22 to to TO www-sonatype-com-3567 398 23 prevent prevent VB www-sonatype-com-3567 398 24 my -PRON- PRP$ www-sonatype-com-3567 398 25 source source NN www-sonatype-com-3567 398 26 [ [ -LRB- www-sonatype-com-3567 398 27 code code NN www-sonatype-com-3567 398 28 ] ] -RRB- www-sonatype-com-3567 398 29 from from IN www-sonatype-com-3567 398 30 being be VBG www-sonatype-com-3567 398 31 used use VBN www-sonatype-com-3567 398 32 for for IN www-sonatype-com-3567 398 33 evil evil NN www-sonatype-com-3567 398 34 . . . www-sonatype-com-3567 398 35 ”37 ”37 NNP www-sonatype-com-3567 398 36 January January NNP www-sonatype-com-3567 398 37 2020 2020 CD www-sonatype-com-3567 398 38 surfaced surface VBD www-sonatype-com-3567 398 39 another another DT www-sonatype-com-3567 398 40 protest protest NN www-sonatype-com-3567 398 41 o o NN www-sonatype-com-3567 398 42 f f NN www-sonatype-com-3567 398 43 sorts sort VBZ www-sonatype-com-3567 398 44 when when WRB www-sonatype-com-3567 398 45 Nikolay Nikolay NNP www-sonatype-com-3567 398 46 Kim Kim NNP www-sonatype-com-3567 398 47 deleted delete VBD www-sonatype-com-3567 398 48 his -PRON- PRP$ www-sonatype-com-3567 398 49 actix actix NN www-sonatype-com-3567 398 50 - - HYPH www-sonatype-com-3567 398 51 net net NN www-sonatype-com-3567 398 52 and and CC www-sonatype-com-3567 398 53 actix actix NN www-sonatype-com-3567 398 54 - - HYPH www-sonatype-com-3567 398 55 web web NN www-sonatype-com-3567 398 56 open open JJ www-sonatype-com-3567 398 57 source source NN www-sonatype-com-3567 398 58 project project NN www-sonatype-com-3567 398 59 from from IN www-sonatype-com-3567 398 60 their -PRON- PRP$ www-sonatype-com-3567 398 61 public public JJ www-sonatype-com-3567 398 62 repos repos NN www-sonatype-com-3567 398 63 after after IN www-sonatype-com-3567 398 64 being be VBG www-sonatype-com-3567 398 65 harassed harass VBN www-sonatype-com-3567 398 66 too too RB www-sonatype-com-3567 398 67 many many JJ www-sonatype-com-3567 398 68 times time NNS www-sonatype-com-3567 398 69 by by IN www-sonatype-com-3567 398 70 his -PRON- PRP$ www-sonatype-com-3567 398 71 user user NN www-sonatype-com-3567 398 72 community community NN www-sonatype-com-3567 398 73 . . . www-sonatype-com-3567 399 1 He -PRON- PRP www-sonatype-com-3567 399 2 declared declare VBD www-sonatype-com-3567 399 3 “ " `` www-sonatype-com-3567 399 4 Being be VBG www-sonatype-com-3567 399 5 a a DT www-sonatype-com-3567 399 6 maintainer maintainer NN www-sonatype-com-3567 399 7 of of IN www-sonatype-com-3567 399 8 a a DT www-sonatype-com-3567 399 9 large large JJ www-sonatype-com-3567 399 10 open open JJ www-sonatype-com-3567 399 11 source source NN www-sonatype-com-3567 399 12 project project NN www-sonatype-com-3567 399 13 is be VBZ www-sonatype-com-3567 399 14 not not RB www-sonatype-com-3567 399 15 a a DT www-sonatype-com-3567 399 16 fun fun JJ www-sonatype-com-3567 399 17 task task NN www-sonatype-com-3567 399 18 ... ... . www-sonatype-com-3567 400 1 I -PRON- PRP www-sonatype-com-3567 400 2 am be VBP www-sonatype-com-3567 400 3 done do VBN www-sonatype-com-3567 400 4 with with IN www-sonatype-com-3567 400 5 open open JJ www-sonatype-com-3567 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www-sonatype-com-3567 400 30 impacted impact VBD www-sonatype-com-3567 400 31 automated automate VBN www-sonatype-com-3567 400 32 builds build NNS www-sonatype-com-3567 400 33 relying rely VBG www-sonatype-com-3567 400 34 on on IN www-sonatype-com-3567 400 35 the the DT www-sonatype-com-3567 400 36 code code NN www-sonatype-com-3567 400 37 causing cause VBG www-sonatype-com-3567 400 38 many many JJ www-sonatype-com-3567 400 39 in in IN www-sonatype-com-3567 400 40 the the DT www-sonatype-com-3567 400 41 community community NN www-sonatype-com-3567 400 42 to to TO www-sonatype-com-3567 400 43 panic panic VB www-sonatype-com-3567 400 44 . . . www-sonatype-com-3567 401 1 Kim Kim NNP www-sonatype-com-3567 401 2 ’s ’s POS www-sonatype-com-3567 401 3 code code NN www-sonatype-com-3567 401 4 was be VBD www-sonatype-com-3567 401 5 eventually eventually RB www-sonatype-com-3567 401 6 restored restore VBN www-sonatype-com-3567 401 7 to to IN www-sonatype-com-3567 401 8 public public JJ www-sonatype-com-3567 401 9 repos repos NN www-sonatype-com-3567 401 10 after after IN www-sonatype-com-3567 401 11 he -PRON- PRP www-sonatype-com-3567 401 12 transferred transfer VBD www-sonatype-com-3567 401 13 ownership ownership NN www-sonatype-com-3567 401 14 to to IN www-sonatype-com-3567 401 15 another another DT www-sonatype-com-3567 401 16 developer developer NN www-sonatype-com-3567 401 17 in in IN www-sonatype-com-3567 401 18 the the DT www-sonatype-com-3567 401 19 community.38 community.38 NNP www-sonatype-com-3567 401 20 As as IN www-sonatype-com-3567 401 21 discussed discuss VBN www-sonatype-com-3567 401 22 in in IN www-sonatype-com-3567 401 23 Chapter chapter NN www-sonatype-com-3567 401 24 4 4 CD www-sonatype-com-3567 401 25 , , , www-sonatype-com-3567 401 26 successful successful JJ www-sonatype-com-3567 401 27 productivity productivity NN www-sonatype-com-3567 401 28 outcomes outcome NNS www-sonatype-com-3567 401 29 for for IN www-sonatype-com-3567 401 30 High High NNP www-sonatype-com-3567 401 31 Performers Performers NNPS www-sonatype-com-3567 401 32 were be VBD www-sonatype-com-3567 401 33 tied tie VBN www-sonatype-com-3567 401 34 , , , www-sonatype-com-3567 401 35 in in IN www-sonatype-com-3567 401 36 part part NN www-sonatype-com-3567 401 37 , , , www-sonatype-com-3567 401 38 to to IN www-sonatype-com-3567 401 39 keeping keep VBG www-sonatype-com-3567 401 40 a a DT www-sonatype-com-3567 401 41 centralized centralized JJ www-sonatype-com-3567 401 42 record record NN www-sonatype-com-3567 401 43 of of IN www-sonatype-com-3567 401 44 applications application NNS www-sonatype-com-3567 401 45 , , , www-sonatype-com-3567 401 46 their -PRON- PRP$ www-sonatype-com-3567 401 47 dependencies dependency NNS www-sonatype-com-3567 401 48 , , , www-sonatype-com-3567 401 49 and and CC www-sonatype-com-3567 401 50 the the DT www-sonatype-com-3567 401 51 associated associated JJ www-sonatype-com-3567 401 52 development development NN www-sonatype-com-3567 401 53 teams team NNS www-sonatype-com-3567 401 54 . . . www-sonatype-com-3567 402 1 Given give VBN www-sonatype-com-3567 402 2 its -PRON- PRP$ www-sonatype-com-3567 402 3 association association NN www-sonatype-com-3567 402 4 with with IN www-sonatype-com-3567 402 5 good good JJ www-sonatype-com-3567 402 6 outcomes outcome NNS www-sonatype-com-3567 402 7 , , , www-sonatype-com-3567 402 8 we -PRON- PRP www-sonatype-com-3567 402 9 recommend recommend VBP www-sonatype-com-3567 402 10 the the DT www-sonatype-com-3567 402 11 use use NN www-sonatype-com-3567 402 12 of of IN www-sonatype-com-3567 402 13 repository repository JJ www-sonatype-com-3567 402 14 managers manager NNS www-sonatype-com-3567 402 15 to to IN www-sonatype-com-3567 402 16 proxy proxy JJ www-sonatype-com-3567 402 17 public public JJ www-sonatype-com-3567 402 18 OSS OSS NNP www-sonatype-com-3567 402 19 repositories repository NNS www-sonatype-com-3567 402 20 and and CC www-sonatype-com-3567 402 21 host host NN www-sonatype-com-3567 402 22 OSS OSS NNP www-sonatype-com-3567 402 23 components component NNS www-sonatype-com-3567 402 24 locally locally RB www-sonatype-com-3567 402 25 . . . www-sonatype-com-3567 403 1 Locally locally RB www-sonatype-com-3567 403 2 hosting host VBG www-sonatype-com-3567 403 3 any any DT www-sonatype-com-3567 403 4 compo- compo- NN www-sonatype-com-3567 403 5 nents nent NNS www-sonatype-com-3567 403 6 needed need VBN www-sonatype-com-3567 403 7 by by IN www-sonatype-com-3567 403 8 developers developer NNS www-sonatype-com-3567 403 9 will will MD www-sonatype-com-3567 403 10 help help VB www-sonatype-com-3567 403 11 improve improve VB www-sonatype-com-3567 403 12 business business NN www-sonatype-com-3567 403 13 continuity continuity NN www-sonatype-com-3567 403 14 during during IN www-sonatype-com-3567 403 15 future future JJ www-sonatype-com-3567 403 16 protests protest NNS www-sonatype-com-3567 403 17 or or CC www-sonatype-com-3567 403 18 actions action NNS www-sonatype-com-3567 403 19 by by IN www-sonatype-com-3567 403 20 activists activist NNS www-sonatype-com-3567 403 21 . . . www-sonatype-com-3567 404 1 Governments government NNS www-sonatype-com-3567 404 2 Apply apply VBP www-sonatype-com-3567 404 3 New New NNP www-sonatype-com-3567 404 4 Standards Standards NNPS www-sonatype-com-3567 404 5 to to TO www-sonatype-com-3567 404 6 Secure Secure NNP www-sonatype-com-3567 404 7 Software Software NNP www-sonatype-com-3567 404 8 Supply Supply NNP www-sonatype-com-3567 404 9 Chains Chains NNPS www-sonatype-com-3567 404 10 Secure secure JJ www-sonatype-com-3567 404 11 software software NN www-sonatype-com-3567 404 12 practices practice NNS www-sonatype-com-3567 404 13 extend extend VBP www-sonatype-com-3567 404 14 from from IN www-sonatype-com-3567 404 15 early early JJ www-sonatype-com-3567 404 16 devel- devel- NNP www-sonatype-com-3567 404 17 opment opment NN www-sonatype-com-3567 404 18 through through IN www-sonatype-com-3567 404 19 the the DT www-sonatype-com-3567 404 20 active active JJ www-sonatype-com-3567 404 21 life life NN www-sonatype-com-3567 404 22 of of IN www-sonatype-com-3567 404 23 an an DT www-sonatype-com-3567 404 24 application application NN www-sonatype-com-3567 404 25 in in IN www-sonatype-com-3567 404 26 the the DT www-sonatype-com-3567 404 27 market market NN www-sonatype-com-3567 404 28 . . . www-sonatype-com-3567 405 1 With with IN www-sonatype-com-3567 405 2 an an DT www-sonatype-com-3567 405 3 ever ever RB www-sonatype-com-3567 405 4 increasing increase VBG www-sonatype-com-3567 405 5 number number NN www-sonatype-com-3567 405 6 of of IN www-sonatype-com-3567 405 7 application application NN www-sonatype-com-3567 405 8 breaches breach NNS www-sonatype-com-3567 405 9 occurring occur VBG www-sonatype-com-3567 405 10 , , , www-sonatype-com-3567 405 11 standards standard NNS www-sonatype-com-3567 405 12 bodies body NNS www-sonatype-com-3567 405 13 and and CC www-sonatype-com-3567 405 14 governments government NNS www-sonatype-com-3567 405 15 are be VBP www-sonatype-com-3567 405 16 stepping step VBG www-sonatype-com-3567 405 17 in in RP www-sonatype-com-3567 405 18 to to TO www-sonatype-com-3567 405 19 hold hold VB www-sonatype-com-3567 405 20 develop- develop- JJ www-sonatype-com-3567 405 21 ment ment JJ www-sonatype-com-3567 405 22 organizations organization NNS www-sonatype-com-3567 405 23 accountable accountable JJ www-sonatype-com-3567 405 24 for for IN www-sonatype-com-3567 405 25 the the DT www-sonatype-com-3567 405 26 quality quality NN www-sonatype-com-3567 405 27 and and CC www-sonatype-com-3567 405 28 security security NN www-sonatype-com-3567 405 29 of of IN www-sonatype-com-3567 405 30 the the DT www-sonatype-com-3567 405 31 code code NN www-sonatype-com-3567 405 32 they -PRON- PRP www-sonatype-com-3567 405 33 assemble assemble VBP www-sonatype-com-3567 405 34 and and CC www-sonatype-com-3567 405 35 build build VBP www-sonatype-com-3567 405 36 . . . www-sonatype-com-3567 406 1 United United NNP www-sonatype-com-3567 406 2 States States NNP www-sonatype-com-3567 406 3 OPEN OPEN NNP www-sonatype-com-3567 406 4 CHAIN CHAIN NNP www-sonatype-com-3567 406 5 PROJECT project NN www-sonatype-com-3567 406 6 — — : www-sonatype-com-3567 406 7 LINUX LINUX NNP www-sonatype-com-3567 406 8 FOUNDATION FOUNDATION NNP www-sonatype-com-3567 406 9 In in IN www-sonatype-com-3567 406 10 April April NNP www-sonatype-com-3567 406 11 2019 2019 CD www-sonatype-com-3567 406 12 , , , www-sonatype-com-3567 406 13 the the DT www-sonatype-com-3567 406 14 Open Open NNP www-sonatype-com-3567 406 15 Chain Chain NNP www-sonatype-com-3567 406 16 Specification Specification NNP www-sonatype-com-3567 406 17 , , , www-sonatype-com-3567 406 18 version version NN www-sonatype-com-3567 406 19 2.0 2.0 CD www-sonatype-com-3567 406 20 , , , www-sonatype-com-3567 406 21 was be VBD www-sonatype-com-3567 406 22 published publish VBN www-sonatype-com-3567 406 23 to to TO www-sonatype-com-3567 406 24 define define VB www-sonatype-com-3567 406 25 the the DT www-sonatype-com-3567 406 26 key key JJ www-sonatype-com-3567 406 27 requirements requirement NNS www-sonatype-com-3567 406 28 of of IN www-sonatype-com-3567 406 29 a a DT www-sonatype-com-3567 406 30 quality quality NN www-sonatype-com-3567 406 31 open open JJ www-sonatype-com-3567 406 32 source source NN www-sonatype-com-3567 406 33 license license NN www-sonatype-com-3567 406 34 compliance compliance NN www-sonatype-com-3567 406 35 pro- pro- NN www-sonatype-com-3567 406 36 gram gram NN www-sonatype-com-3567 406 37 . . . www-sonatype-com-3567 407 1 The the DT www-sonatype-com-3567 407 2 objective objective NN www-sonatype-com-3567 407 3 was be VBD www-sonatype-com-3567 407 4 to to TO www-sonatype-com-3567 407 5 provide provide VB www-sonatype-com-3567 407 6 a a DT www-sonatype-com-3567 407 7 benchmark benchmark NN www-sonatype-com-3567 407 8 that that WDT www-sonatype-com-3567 407 9 builds build VBZ www-sonatype-com-3567 407 10 trust trust NN www-sonatype-com-3567 407 11 between between IN www-sonatype-com-3567 407 12 organizations organization NNS www-sonatype-com-3567 407 13 exchanging exchange VBG www-sonatype-com-3567 407 14 software software NN www-sonatype-com-3567 407 15 solutions solution NNS www-sonatype-com-3567 407 16 composed compose VBN www-sonatype-com-3567 407 17 of of IN www-sonatype-com-3567 407 18 open open JJ www-sonatype-com-3567 407 19 source source NN www-sonatype-com-3567 407 20 software software NN www-sonatype-com-3567 407 21 . . . www-sonatype-com-3567 408 1 In in IN www-sonatype-com-3567 408 2 July July NNP www-sonatype-com-3567 408 3 2019 2019 CD www-sonatype-com-3567 408 4 , , , www-sonatype-com-3567 408 5 Sen. Sen. NNP www-sonatype-com-3567 408 6 Mike Mike NNP www-sonatype-com-3567 408 7 Crapo Crapo NNP www-sonatype-com-3567 408 8 ( ( -LRB- www-sonatype-com-3567 408 9 R R NNP www-sonatype-com-3567 408 10 - - HYPH www-sonatype-com-3567 408 11 ID ID NNP www-sonatype-com-3567 408 12 ) ) -RRB- www-sonatype-com-3567 408 13 and and CC www-sonatype-com-3567 408 14 Sen. Sen. NNP www-sonatype-com-3567 408 15 Mark Mark NNP www-sonatype-com-3567 408 16 Warner Warner NNP www-sonatype-com-3567 408 17 ( ( -LRB- www-sonatype-com-3567 408 18 D D NNP www-sonatype-com-3567 408 19 - - HYPH www-sonatype-com-3567 408 20 VA VA NNP www-sonatype-com-3567 408 21 ) ) -RRB- www-sonatype-com-3567 408 22 introduced introduce VBD www-sonatype-com-3567 408 23 a a DT www-sonatype-com-3567 408 24 bill bill NN www-sonatype-com-3567 408 25 explaining explain VBG www-sonatype-com-3567 408 26 that that IN www-sonatype-com-3567 408 27 software software NN www-sonatype-com-3567 408 28 supply supply NN www-sonatype-com-3567 408 29 chains chain NNS www-sonatype-com-3567 408 30 have have VBP www-sonatype-com-3567 408 31 proven prove VBN www-sonatype-com-3567 408 32 to to TO www-sonatype-com-3567 408 33 be be VB www-sonatype-com-3567 408 34 major major JJ www-sonatype-com-3567 408 35 means mean NNS www-sonatype-com-3567 408 36 through through IN www-sonatype-com-3567 408 37 which which WDT www-sonatype-com-3567 408 38 adversaries adversary NNS www-sonatype-com-3567 408 39 seek seek VBP www-sonatype-com-3567 408 40 gain gain VBP www-sonatype-com-3567 408 41 access access NN www-sonatype-com-3567 408 42 to to IN www-sonatype-com-3567 408 43 weapons weapon NNS www-sonatype-com-3567 408 44 systems system NNS www-sonatype-com-3567 408 45 , , , www-sonatype-com-3567 408 46 IT it NN www-sonatype-com-3567 408 47 systems system NNS www-sonatype-com-3567 408 48 , , , www-sonatype-com-3567 408 49 and and CC www-sonatype-com-3567 408 50 communications communication NNS www-sonatype-com-3567 408 51 technology technology NN www-sonatype-com-3567 408 52 platforms platform NNS www-sonatype-com-3567 408 53 . . . www-sonatype-com-3567 409 1 372020 372020 CD www-sonatype-com-3567 409 2 STATE STATE NNP www-sonatype-com-3567 409 3 OF of IN www-sonatype-com-3567 409 4 THE the DT www-sonatype-com-3567 409 5 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 409 6 SUPPLY supply NN 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www-sonatype-com-3567 409 34 D d NN www-sonatype-com-3567 409 35 S s NN www-sonatype-com-3567 409 36 C c NN www-sonatype-com-3567 409 37 A a NN www-sonatype-com-3567 409 38 P p NN www-sonatype-com-3567 409 39 E e NN www-sonatype-com-3567 409 40 : : : www-sonatype-com-3567 409 41 S s NN www-sonatype-com-3567 409 42 O o NN www-sonatype-com-3567 409 43 C c NN www-sonatype-com-3567 409 44 IA ia NN www-sonatype-com-3567 409 45 L l NN www-sonatype-com-3567 409 46 A A NNP www-sonatype-com-3567 409 47 C c NN www-sonatype-com-3567 409 48 T t NN www-sonatype-com-3567 409 49 IV iv NN www-sonatype-com-3567 409 50 IS be VBZ www-sonatype-com-3567 409 51 M M NNP www-sonatype-com-3567 409 52 A A NNP www-sonatype-com-3567 409 53 N n NN www-sonatype-com-3567 409 54 D d NN www-sonatype-com-3567 409 55 G g NN www-sonatype-com-3567 409 56 O o NN www-sonatype-com-3567 409 57 V v NN www-sonatype-com-3567 409 58 E e NN www-sonatype-com-3567 409 59 R r NN www-sonatype-com-3567 409 60 N n NN www-sonatype-com-3567 409 61 M m NN www-sonatype-com-3567 409 62 E e NN www-sonatype-com-3567 409 63 N n NN www-sonatype-com-3567 409 64 T t NN www-sonatype-com-3567 409 65 S s NN www-sonatype-com-3567 409 66 T t NN www-sonatype-com-3567 409 67 A a NN www-sonatype-com-3567 409 68 N n NN www-sonatype-com-3567 409 69 D d NN www-sonatype-com-3567 409 70 A a NN www-sonatype-com-3567 409 71 R r NN www-sonatype-com-3567 409 72 D d NN www-sonatype-com-3567 409 73 S s NN www-sonatype-com-3567 409 74 Section section NN www-sonatype-com-3567 409 75 3.1 3.1 CD www-sonatype-com-3567 409 76 of of IN www-sonatype-com-3567 409 77 the the DT www-sonatype-com-3567 409 78 specification specification NN www-sonatype-com-3567 409 79 called call VBD www-sonatype-com-3567 409 80 for for IN www-sonatype-com-3567 409 81 creating create VBG www-sonatype-com-3567 409 82 a a DT www-sonatype-com-3567 409 83 Software Software NNP www-sonatype-com-3567 409 84 Bill Bill NNP www-sonatype-com-3567 409 85 of of IN www-sonatype-com-3567 409 86 Materials Materials NNP www-sonatype-com-3567 409 87 ( ( -LRB- www-sonatype-com-3567 409 88 SBOM SBOM NNP www-sonatype-com-3567 409 89 ) ) -RRB- www-sonatype-com-3567 409 90 . . . www-sonatype-com-3567 410 1 The the DT www-sonatype-com-3567 410 2 SBOM sbom NN www-sonatype-com-3567 410 3 would would MD www-sonatype-com-3567 410 4 be be VB www-sonatype-com-3567 410 5 used use VBN www-sonatype-com-3567 410 6 to to TO www-sonatype-com-3567 410 7 identify identify VB www-sonatype-com-3567 410 8 , , , www-sonatype-com-3567 410 9 track track VB www-sonatype-com-3567 410 10 , , , www-sonatype-com-3567 410 11 review review NN www-sonatype-com-3567 410 12 , , , www-sonatype-com-3567 410 13 approve approve VB www-sonatype-com-3567 410 14 , , , www-sonatype-com-3567 410 15 and and CC www-sonatype-com-3567 410 16 archive archive JJ www-sonatype-com-3567 410 17 information information NN www-sonatype-com-3567 410 18 about about IN www-sonatype-com-3567 410 19 the the DT www-sonatype-com-3567 410 20 open open JJ www-sonatype-com-3567 410 21 source source NN www-sonatype-com-3567 410 22 software software NN www-sonatype-com-3567 410 23 components component NNS www-sonatype-com-3567 410 24 used use VBN www-sonatype-com-3567 410 25 in in IN www-sonatype-com-3567 410 26 a a DT www-sonatype-com-3567 410 27 software software NN www-sonatype-com-3567 410 28 application application NN www-sonatype-com-3567 410 29 , , , www-sonatype-com-3567 410 30 middleware middleware NN www-sonatype-com-3567 410 31 , , , www-sonatype-com-3567 410 32 firmware firmware JJ www-sonatype-com-3567 410 33 or or CC www-sonatype-com-3567 410 34 operating operating NN www-sonatype-com-3567 410 35 system system NN www-sonatype-com-3567 410 36 . . . www-sonatype-com-3567 411 1 The the DT www-sonatype-com-3567 411 2 specification specification NN www-sonatype-com-3567 411 3 maintains maintain VBZ www-sonatype-com-3567 411 4 that that IN www-sonatype-com-3567 411 5 an an DT www-sonatype-com-3567 411 6 SBOM sbom NN www-sonatype-com-3567 411 7 is be VBZ www-sonatype-com-3567 411 8 needed need VBN www-sonatype-com-3567 411 9 to to TO www-sonatype-com-3567 411 10 support support VB www-sonatype-com-3567 411 11 the the DT www-sonatype-com-3567 411 12 systematic systematic JJ www-sonatype-com-3567 411 13 review review NN www-sonatype-com-3567 411 14 and and CC www-sonatype-com-3567 411 15 approval approval NN www-sonatype-com-3567 411 16 of of IN www-sonatype-com-3567 411 17 each each DT www-sonatype-com-3567 411 18 component component NN www-sonatype-com-3567 411 19 ’s ’s POS www-sonatype-com-3567 411 20 license license NN www-sonatype-com-3567 411 21 terms term NNS www-sonatype-com-3567 411 22 to to TO www-sonatype-com-3567 411 23 understand understand VB www-sonatype-com-3567 411 24 the the DT www-sonatype-com-3567 411 25 obligations obligation NNS www-sonatype-com-3567 411 26 and and CC www-sonatype-com-3567 411 27 restrictions restriction NNS www-sonatype-com-3567 411 28 as as IN www-sonatype-com-3567 411 29 it -PRON- PRP www-sonatype-com-3567 411 30 applies apply VBZ www-sonatype-com-3567 411 31 to to IN www-sonatype-com-3567 411 32 the the DT www-sonatype-com-3567 411 33 distribution distribution NN www-sonatype-com-3567 411 34 of of IN www-sonatype-com-3567 411 35 software.39 software.39 NNP www-sonatype-com-3567 411 36 CYBERSECURITY CYBERSECURITY NNP www-sonatype-com-3567 411 37 & & CC www-sonatype-com-3567 411 38 INFRASTRUCTURE infrastructure NN www-sonatype-com-3567 411 39 SECURITY security NN www-sonatype-com-3567 411 40 AGENCY AGENCY VBN www-sonatype-com-3567 411 41 In in IN www-sonatype-com-3567 411 42 May May NNP www-sonatype-com-3567 411 43 2019 2019 CD www-sonatype-com-3567 411 44 , , , www-sonatype-com-3567 411 45 CISA CISA NNP www-sonatype-com-3567 411 46 ’s ’s POS www-sonatype-com-3567 411 47 Supply Supply NNP www-sonatype-com-3567 411 48 Chain Chain NNP www-sonatype-com-3567 411 49 Risk Risk NNP www-sonatype-com-3567 411 50 Management Management NNP www-sonatype-com-3567 411 51 ( ( -LRB- www-sonatype-com-3567 411 52 SCRM SCRM NNP www-sonatype-com-3567 411 53 ) ) -RRB- www-sonatype-com-3567 411 54 published publish VBD www-sonatype-com-3567 411 55 a a DT www-sonatype-com-3567 411 56 guide guide NN www-sonatype-com-3567 411 57 for for IN www-sonatype-com-3567 411 58 detailing detail VBG www-sonatype-com-3567 411 59 actionable actionable JJ www-sonatype-com-3567 411 60 steps step NNS www-sonatype-com-3567 411 61 on on IN www-sonatype-com-3567 411 62 how how WRB www-sonatype-com-3567 411 63 to to TO www-sonatype-com-3567 411 64 start start VB www-sonatype-com-3567 411 65 securing secure VBG www-sonatype-com-3567 411 66 software software NN www-sonatype-com-3567 411 67 supply supply NN www-sonatype-com-3567 411 68 chains chain NNS www-sonatype-com-3567 411 69 . . . www-sonatype-com-3567 412 1 Steps step NNS www-sonatype-com-3567 412 2 recommended recommend VBD www-sonatype-com-3567 412 3 building build VBG www-sonatype-com-3567 412 4 a a DT www-sonatype-com-3567 412 5 list list NN www-sonatype-com-3567 412 6 of of IN www-sonatype-com-3567 412 7 the the DT www-sonatype-com-3567 412 8 software software NN www-sonatype-com-3567 412 9 components component NNS www-sonatype-com-3567 412 10 organizations organization NNS www-sonatype-com-3567 412 11 procured procure VBD www-sonatype-com-3567 412 12 , , , www-sonatype-com-3567 412 13 mapping map VBG www-sonatype-com-3567 412 14 supply supply NN www-sonatype-com-3567 412 15 chains chain NNS www-sonatype-com-3567 412 16 to to TO www-sonatype-com-3567 412 17 better well RBR www-sonatype-com-3567 412 18 understand understand VB www-sonatype-com-3567 412 19 what what WP www-sonatype-com-3567 412 20 components component NNS www-sonatype-com-3567 412 21 were be VBD www-sonatype-com-3567 412 22 being be VBG www-sonatype-com-3567 412 23 procured procure VBN www-sonatype-com-3567 412 24 , , , www-sonatype-com-3567 412 25 determining determine VBG www-sonatype-com-3567 412 26 how how WRB www-sonatype-com-3567 412 27 organizations organization NNS www-sonatype-com-3567 412 28 would would MD www-sonatype-com-3567 412 29 assess assess VB www-sonatype-com-3567 412 30 the the DT www-sonatype-com-3567 412 31 security security NN www-sonatype-com-3567 412 32 culture culture NN www-sonatype-com-3567 412 33 of of IN www-sonatype-com-3567 412 34 suppliers supplier NNS www-sonatype-com-3567 412 35 , , , www-sonatype-com-3567 412 36 and and CC www-sonatype-com-3567 412 37 establishing establish VBG www-sonatype-com-3567 412 38 systems system NNS www-sonatype-com-3567 412 39 for for IN www-sonatype-com-3567 412 40 checking check VBG www-sonatype-com-3567 412 41 supply supply NN www-sonatype-com-3567 412 42 chain chain NN www-sonatype-com-3567 412 43 practices practice NNS www-sonatype-com-3567 412 44 against against IN www-sonatype-com-3567 412 45 guidelines.40 guidelines.40 NNP www-sonatype-com-3567 412 46 U.S. U.S. NNP www-sonatype-com-3567 412 47 CONGRESS CONGRESS NNP www-sonatype-com-3567 412 48 In in IN www-sonatype-com-3567 412 49 July July NNP www-sonatype-com-3567 412 50 2019 2019 CD www-sonatype-com-3567 412 51 , , , www-sonatype-com-3567 412 52 Sen. Sen. NNP www-sonatype-com-3567 412 53 Mike Mike NNP www-sonatype-com-3567 412 54 Crapo Crapo NNP www-sonatype-com-3567 412 55 ( ( -LRB- www-sonatype-com-3567 412 56 R R NNP www-sonatype-com-3567 412 57 - - HYPH www-sonatype-com-3567 412 58 ID ID NNP www-sonatype-com-3567 412 59 ) ) -RRB- www-sonatype-com-3567 412 60 and and CC www-sonatype-com-3567 412 61 Sen. Sen. NNP www-sonatype-com-3567 412 62 Mark Mark NNP www-sonatype-com-3567 412 63 Warner Warner NNP www-sonatype-com-3567 412 64 ( ( -LRB- www-sonatype-com-3567 412 65 D D NNP www-sonatype-com-3567 412 66 - - HYPH www-sonatype-com-3567 412 67 VA VA NNP www-sonatype-com-3567 412 68 ) ) -RRB- www-sonatype-com-3567 412 69 introduced introduce VBD www-sonatype-com-3567 412 70 a a DT www-sonatype-com-3567 412 71 bill bill NN www-sonatype-com-3567 412 72 explaining explain VBG www-sonatype-com-3567 412 73 that that IN www-sonatype-com-3567 412 74 software software NN www-sonatype-com-3567 412 75 supply supply NN www-sonatype-com-3567 412 76 chains chain NNS www-sonatype-com-3567 412 77 have have VBP www-sonatype-com-3567 412 78 proven prove VBN www-sonatype-com-3567 412 79 to to TO www-sonatype-com-3567 412 80 be be VB www-sonatype-com-3567 412 81 major major JJ www-sonatype-com-3567 412 82 means mean NNS www-sonatype-com-3567 412 83 through through IN www-sonatype-com-3567 412 84 which which WDT www-sonatype-com-3567 412 85 adversaries adversary NNS www-sonatype-com-3567 412 86 seek seek VBP www-sonatype-com-3567 412 87 gain gain VBP www-sonatype-com-3567 412 88 access access NN www-sonatype-com-3567 412 89 to to IN www-sonatype-com-3567 412 90 weapons weapon NNS www-sonatype-com-3567 412 91 systems system NNS www-sonatype-com-3567 412 92 , , , www-sonatype-com-3567 412 93 IT it NN www-sonatype-com-3567 412 94 systems system NNS www-sonatype-com-3567 412 95 , , , www-sonatype-com-3567 412 96 and and CC www-sonatype-com-3567 412 97 communica- communica- JJ www-sonatype-com-3567 412 98 tions tion NNS www-sonatype-com-3567 412 99 technology technology NN www-sonatype-com-3567 412 100 platforms platform NNS www-sonatype-com-3567 412 101 . . . www-sonatype-com-3567 413 1 While while IN www-sonatype-com-3567 413 2 not not RB www-sonatype-com-3567 413 3 signed sign VBN www-sonatype-com-3567 413 4 into into IN www-sonatype-com-3567 413 5 law law NN www-sonatype-com-3567 413 6 , , , www-sonatype-com-3567 413 7 the the DT www-sonatype-com-3567 413 8 bill bill NN www-sonatype-com-3567 413 9 had have VBD www-sonatype-com-3567 413 10 called call VBN www-sonatype-com-3567 413 11 for for IN www-sonatype-com-3567 413 12 “ " `` www-sonatype-com-3567 413 13 stronger strong JJR www-sonatype-com-3567 413 14 effort effort NN www-sonatype-com-3567 413 15 should should MD www-sonatype-com-3567 413 16 be be VB www-sonatype-com-3567 413 17 placed place VBN www-sonatype-com-3567 413 18 on on IN www-sonatype-com-3567 413 19 securing secure VBG www-sonatype-com-3567 413 20 the the DT www-sonatype-com-3567 413 21 vast vast JJ www-sonatype-com-3567 413 22 supply supply NN www-sonatype-com-3567 413 23 chains chain NNS www-sonatype-com-3567 413 24 of of IN www-sonatype-com-3567 413 25 the the DT www-sonatype-com-3567 413 26 contractors contractor NNS www-sonatype-com-3567 413 27 responsible responsible JJ www-sonatype-com-3567 413 28 for for IN www-sonatype-com-3567 413 29 developing develop VBG www-sonatype-com-3567 413 30 and and CC www-sonatype-com-3567 413 31 producing produce VBG www-sonatype-com-3567 413 32 the the DT www-sonatype-com-3567 413 33 defense defense NN www-sonatype-com-3567 413 34 related relate VBN www-sonatype-com-3567 413 35 capabilities capability NNS www-sonatype-com-3567 413 36 of of IN www-sonatype-com-3567 413 37 the the DT www-sonatype-com-3567 413 38 United United NNP www-sonatype-com-3567 413 39 States States NNP www-sonatype-com-3567 413 40 . . . www-sonatype-com-3567 413 41 ”41 ”41 NNP www-sonatype-com-3567 413 42 OASIS OASIS NNP www-sonatype-com-3567 413 43 OPEN OPEN NNP www-sonatype-com-3567 413 44 COMMAND command NN www-sonatype-com-3567 413 45 AND and CC www-sonatype-com-3567 413 46 CONTROL control NN www-sonatype-com-3567 413 47 ( ( -LRB- www-sonatype-com-3567 413 48 OPENC2 OPENC2 NNP www-sonatype-com-3567 413 49 ) ) -RRB- www-sonatype-com-3567 413 50 TC TC NNP www-sonatype-com-3567 413 51 In in IN www-sonatype-com-3567 413 52 October October NNP www-sonatype-com-3567 413 53 2019 2019 CD www-sonatype-com-3567 413 54 , , , www-sonatype-com-3567 413 55 members member NNS www-sonatype-com-3567 413 56 of of IN www-sonatype-com-3567 413 57 the the DT www-sonatype-com-3567 413 58 OASIS OASIS NNP www-sonatype-com-3567 413 59 Open Open NNP www-sonatype-com-3567 413 60 Command Command NNP www-sonatype-com-3567 413 61 and and CC www-sonatype-com-3567 413 62 Control Control NNP www-sonatype-com-3567 413 63 ( ( -LRB- www-sonatype-com-3567 413 64 OpenC2 openc2 NN www-sonatype-com-3567 413 65 ) ) -RRB- www-sonatype-com-3567 413 66 TC TC NNP www-sonatype-com-3567 413 67 started start VBD www-sonatype-com-3567 413 68 sharing share VBG www-sonatype-com-3567 413 69 documents document NNS www-sonatype-com-3567 413 70 , , , www-sonatype-com-3567 413 71 specifications specification NNS www-sonatype-com-3567 413 72 , , , www-sonatype-com-3567 413 73 lexicons lexicon NNS www-sonatype-com-3567 413 74 or or CC www-sonatype-com-3567 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www-sonatype-com-3567 414 48 Over over IN www-sonatype-com-3567 414 49 the the DT www-sonatype-com-3567 414 50 past past JJ www-sonatype-com-3567 414 51 year year NN www-sonatype-com-3567 414 52 , , , www-sonatype-com-3567 414 53 the the DT www-sonatype-com-3567 414 54 National National NNP www-sonatype-com-3567 414 55 Telecommunications Telecommunications NNPS www-sonatype-com-3567 414 56 and and CC www-sonatype-com-3567 414 57 Information Information NNP www-sonatype-com-3567 414 58 Administration Administration NNP www-sonatype-com-3567 414 59 ( ( -LRB- www-sonatype-com-3567 414 60 NTIA NTIA NNP www-sonatype-com-3567 414 61 ) ) -RRB- www-sonatype-com-3567 414 62 continued continue VBD www-sonatype-com-3567 414 63 its -PRON- PRP$ www-sonatype-com-3567 414 64 pursuit pursuit NN www-sonatype-com-3567 414 65 to to TO www-sonatype-com-3567 414 66 establish establish VB www-sonatype-com-3567 414 67 the the DT www-sonatype-com-3567 414 68 definition definition NN www-sonatype-com-3567 414 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www-sonatype-com-3567 415 12 SBOM sbom NN www-sonatype-com-3567 415 13 concepts concept NNS www-sonatype-com-3567 415 14 and and CC www-sonatype-com-3567 415 15 related related JJ www-sonatype-com-3567 415 16 terms term NNS www-sonatype-com-3567 415 17 , , , www-sonatype-com-3567 415 18 offers offer VBZ www-sonatype-com-3567 415 19 a a DT www-sonatype-com-3567 415 20 baseline baseline NN www-sonatype-com-3567 415 21 of of IN www-sonatype-com-3567 415 22 how how WRB www-sonatype-com-3567 415 23 software software NN www-sonatype-com-3567 415 24 components component NNS www-sonatype-com-3567 415 25 are be VBP www-sonatype-com-3567 415 26 to to TO www-sonatype-com-3567 415 27 be be VB www-sonatype-com-3567 415 28 represented represent VBN www-sonatype-com-3567 415 29 , , , www-sonatype-com-3567 415 30 and and CC www-sonatype-com-3567 415 31 discusses discuss VBZ www-sonatype-com-3567 415 32 the the DT www-sonatype-com-3567 415 33 processes process NNS www-sonatype-com-3567 415 34 around around IN www-sonatype-com-3567 415 35 SBOM SBOM NNP www-sonatype-com-3567 415 36 cre- cre- NN www-sonatype-com-3567 415 37 ation ation NN www-sonatype-com-3567 415 38 . . . www-sonatype-com-3567 416 1 The the DT www-sonatype-com-3567 416 2 initiative initiative NN www-sonatype-com-3567 416 3 has have VBZ www-sonatype-com-3567 416 4 also also RB www-sonatype-com-3567 416 5 detailed detail VBN www-sonatype-com-3567 416 6 the the DT www-sonatype-com-3567 416 7 benefits benefit NNS www-sonatype-com-3567 416 8 of of IN www-sonatype-com-3567 416 9 building build VBG www-sonatype-com-3567 416 10 and and CC www-sonatype-com-3567 416 11 managing manage VBG www-sonatype-com-3567 416 12 SBOMs sbom NNS www-sonatype-com-3567 416 13 from from IN www-sonatype-com-3567 416 14 the the DT www-sonatype-com-3567 416 15 per- per- NN www-sonatype-com-3567 416 16 spective spective JJ www-sonatype-com-3567 416 17 of of IN www-sonatype-com-3567 416 18 those those DT www-sonatype-com-3567 416 19 who who WP 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www-sonatype-com-3567 419 86 N n NN www-sonatype-com-3567 419 87 D d NN www-sonatype-com-3567 419 88 A a NN www-sonatype-com-3567 419 89 R r NN www-sonatype-com-3567 419 90 D d NN www-sonatype-com-3567 419 91 S s NN www-sonatype-com-3567 419 92 operational operational JJ www-sonatype-com-3567 419 93 and and CC www-sonatype-com-3567 419 94 risk risk NN www-sonatype-com-3567 419 95 management management NN www-sonatype-com-3567 419 96 approaches approach NNS www-sonatype-com-3567 419 97 to to IN www-sonatype-com-3567 419 98 medical medical JJ www-sonatype-com-3567 419 99 devices device NNS www-sonatype-com-3567 419 100 at at IN www-sonatype-com-3567 419 101 their -PRON- PRP$ www-sonatype-com-3567 419 102 hospitals.43 hospitals.43 NNP www-sonatype-com-3567 419 103 NATIONAL NATIONAL NNP www-sonatype-com-3567 419 104 DEFENSE DEFENSE NNP www-sonatype-com-3567 419 105 AUTHORIZATION AUTHORIZATION NNP www-sonatype-com-3567 419 106 ACT ACT NNP www-sonatype-com-3567 419 107 FOR for IN 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www-sonatype-com-3567 419 131 establish establish VB www-sonatype-com-3567 419 132 pathways pathway NNS www-sonatype-com-3567 419 133 for for IN www-sonatype-com-3567 419 134 the the DT www-sonatype-com-3567 419 135 efficient efficient JJ www-sonatype-com-3567 419 136 and and CC www-sonatype-com-3567 419 137 effective effective JJ www-sonatype-com-3567 419 138 acquisition acquisition NN www-sonatype-com-3567 419 139 , , , www-sonatype-com-3567 419 140 development development NN www-sonatype-com-3567 419 141 , , , www-sonatype-com-3567 419 142 integration integration NN www-sonatype-com-3567 419 143 , , , www-sonatype-com-3567 419 144 and and CC www-sonatype-com-3567 419 145 timely timely JJ www-sonatype-com-3567 419 146 delivery delivery NN www-sonatype-com-3567 419 147 of of IN www-sonatype-com-3567 419 148 secure secure JJ www-sonatype-com-3567 419 149 software software NN www-sonatype-com-3567 419 150 . . . www-sonatype-com-3567 420 1 The the DT www-sonatype-com-3567 420 2 Act Act NNP www-sonatype-com-3567 420 3 included include VBD www-sonatype-com-3567 420 4 the the DT www-sonatype-com-3567 420 5 requirement requirement NN www-sonatype-com-3567 420 6 for for IN www-sonatype-com-3567 420 7 software software NN www-sonatype-com-3567 420 8 security security NN www-sonatype-com-3567 420 9 testing testing NN www-sonatype-com-3567 420 10 that that WDT www-sonatype-com-3567 420 11 includes include VBZ www-sonatype-com-3567 420 12 vulnerability vulnerability NN www-sonatype-com-3567 420 13 scanning scanning NN www-sonatype-com-3567 420 14 and and CC www-sonatype-com-3567 420 15 also also RB www-sonatype-com-3567 420 16 asks ask VBZ www-sonatype-com-3567 420 17 for for IN www-sonatype-com-3567 420 18 the the DT www-sonatype-com-3567 420 19 establishment establishment NN www-sonatype-com-3567 420 20 of of IN www-sonatype-com-3567 420 21 DevSecOps DevSecOps NNP www-sonatype-com-3567 420 22 practices practice NNS www-sonatype-com-3567 420 23 inside inside IN www-sonatype-com-3567 420 24 the the DT www-sonatype-com-3567 420 25 Department Department NNP www-sonatype-com-3567 420 26 of of IN www-sonatype-com-3567 420 27 Defense Defense NNP www-sonatype-com-3567 420 28 . . . www-sonatype-com-3567 421 1 Section section NN www-sonatype-com-3567 421 2 800 800 CD www-sonatype-com-3567 421 3 of of IN www-sonatype-com-3567 421 4 the the DT www-sonatype-com-3567 421 5 Act Act NNP www-sonatype-com-3567 421 6 required require VBN www-sonatype-com-3567 421 7 “ " `` www-sonatype-com-3567 421 8 assurances assurance NNS www-sonatype-com-3567 421 9 that that IN www-sonatype-com-3567 421 10 cybersecurity cybersecurity NN www-sonatype-com-3567 421 11 metrics metric NNS www-sonatype-com-3567 421 12 of of IN www-sonatype-com-3567 421 13 the the DT www-sonatype-com-3567 421 14 software software NN www-sonatype-com-3567 421 15 to to TO www-sonatype-com-3567 421 16 be be VB www-sonatype-com-3567 421 17 acquired acquire VBN www-sonatype-com-3567 421 18 or or CC www-sonatype-com-3567 421 19 developed develop VBN www-sonatype-com-3567 421 20 , , , www-sonatype-com-3567 421 21 such such JJ www-sonatype-com-3567 421 22 as as IN www-sonatype-com-3567 421 23 metrics metric NNS www-sonatype-com-3567 421 24 relating relate VBG www-sonatype-com-3567 421 25 to to IN www-sonatype-com-3567 421 26 the the DT www-sonatype-com-3567 421 27 density density NN www-sonatype-com-3567 421 28 of of IN www-sonatype-com-3567 421 29 vulnerabilities vulnerability NNS www-sonatype-com-3567 421 30 within within IN www-sonatype-com-3567 421 31 the the DT www-sonatype-com-3567 421 32 code code NN www-sonatype-com-3567 421 33 of of IN www-sonatype-com-3567 421 34 such such JJ www-sonatype-com-3567 421 35 software software NN www-sonatype-com-3567 421 36 , , , www-sonatype-com-3567 421 37 the the DT www-sonatype-com-3567 421 38 time time NN www-sonatype-com-3567 421 39 from from IN www-sonatype-com-3567 421 40 vulnerability vulnerability NN www-sonatype-com-3567 421 41 identification identification NN www-sonatype-com-3567 421 42 to to TO www-sonatype-com-3567 421 43 patch patch VB www-sonatype-com-3567 421 44 availability availability NN www-sonatype-com-3567 421 45 , , , www-sonatype-com-3567 421 46 the the DT www-sonatype-com-3567 421 47 existence existence NN www-sonatype-com-3567 421 48 of of IN www-sonatype-com-3567 421 49 common common JJ www-sonatype-com-3567 421 50 weaknesses weakness NNS www-sonatype-com-3567 421 51 within within IN www-sonatype-com-3567 421 52 such such JJ www-sonatype-com-3567 421 53 code code NN www-sonatype-com-3567 421 54 , , , www-sonatype-com-3567 421 55 and and CC www-sonatype-com-3567 421 56 other other JJ www-sonatype-com-3567 421 57 cybersecurity cybersecurity NN www-sonatype-com-3567 421 58 metrics metric NNS www-sonatype-com-3567 421 59 based base VBN www-sonatype-com-3567 421 60 on on IN www-sonatype-com-3567 421 61 widely widely RB www-sonatype-com-3567 421 62 - - HYPH www-sonatype-com-3567 421 63 recognized recognize VBN www-sonatype-com-3567 421 64 standards standard NNS www-sonatype-com-3567 421 65 and and CC www-sonatype-com-3567 421 66 industry industry NN www-sonatype-com-3567 421 67 best good JJS www-sonatype-com-3567 421 68 practices practice NNS www-sonatype-com-3567 421 69 , , , www-sonatype-com-3567 421 70 are be VBP www-sonatype-com-3567 421 71 generated generate VBN www-sonatype-com-3567 421 72 and and CC www-sonatype-com-3567 421 73 made make VBN www-sonatype-com-3567 421 74 available available JJ www-sonatype-com-3567 421 75 to to IN www-sonatype-com-3567 421 76 the the DT www-sonatype-com-3567 421 77 Department Department NNP www-sonatype-com-3567 421 78 of of IN www-sonatype-com-3567 421 79 Defense Defense NNP www-sonatype-com-3567 421 80 and and CC www-sonatype-com-3567 421 81 the the DT www-sonatype-com-3567 421 82 congressional congressional JJ www-sonatype-com-3567 421 83 defense defense NN www-sonatype-com-3567 421 84 committees committee NNS www-sonatype-com-3567 421 85 . . . www-sonatype-com-3567 421 86 ”44 ”44 NNP www-sonatype-com-3567 421 87 NATIONAL NATIONAL NNP www-sonatype-com-3567 421 88 INSTITUTE INSTITUTE NNP www-sonatype-com-3567 421 89 OF of IN www-sonatype-com-3567 421 90 STANDARDS STANDARDS NNP www-sonatype-com-3567 421 91 AND and CC www-sonatype-com-3567 421 92 TECHNOLOGY TECHNOLOGY NNP www-sonatype-com-3567 421 93 In in IN www-sonatype-com-3567 421 94 April April NNP www-sonatype-com-3567 421 95 2020 2020 CD www-sonatype-com-3567 421 96 , , , www-sonatype-com-3567 421 97 NIST NIST NNP www-sonatype-com-3567 421 98 released release VBD www-sonatype-com-3567 421 99 new new JJ www-sonatype-com-3567 421 100 standards standard NNS www-sonatype-com-3567 421 101 for for IN www-sonatype-com-3567 421 102 improving improve VBG www-sonatype-com-3567 421 103 software software NN www-sonatype-com-3567 421 104 security security NN www-sonatype-com-3567 421 105 aimed aim VBN www-sonatype-com-3567 421 106 at at IN www-sonatype-com-3567 421 107 helping help VBG www-sonatype-com-3567 421 108 “ " `` www-sonatype-com-3567 421 109 software software NN www-sonatype-com-3567 421 110 producers producer NNS www-sonatype-com-3567 421 111 reduce reduce VBP www-sonatype-com-3567 421 112 the the DT www-sonatype-com-3567 421 113 number number NN www-sonatype-com-3567 421 114 of of IN www-sonatype-com-3567 421 115 vulnerabilities vulnerability NNS www-sonatype-com-3567 421 116 in in IN www-sonatype-com-3567 421 117 released release VBN www-sonatype-com-3567 421 118 software software NN www-sonatype-com-3567 421 119 , , , www-sonatype-com-3567 421 120 mitigate mitigate VB www-sonatype-com-3567 421 121 the the DT www-sonatype-com-3567 421 122 potential potential JJ www-sonatype-com-3567 421 123 impact impact NN www-sonatype-com-3567 421 124 of of IN www-sonatype-com-3567 421 125 the the DT www-sonatype-com-3567 421 126 exploitation exploitation NN www-sonatype-com-3567 421 127 of of IN www-sonatype-com-3567 421 128 undetected undetected JJ www-sonatype-com-3567 421 129 or or CC www-sonatype-com-3567 421 130 unaddressed unaddressed JJ www-sonatype-com-3567 421 131 vulnerabilities vulnerability NNS www-sonatype-com-3567 421 132 , , , www-sonatype-com-3567 421 133 and and CC www-sonatype-com-3567 421 134 address address VB www-sonatype-com-3567 421 135 the the DT www-sonatype-com-3567 421 136 root root NN www-sonatype-com-3567 421 137 causes cause NNS www-sonatype-com-3567 421 138 of of IN www-sonatype-com-3567 421 139 vulnerabilities vulnerability NNS www-sonatype-com-3567 421 140 to to TO www-sonatype-com-3567 421 141 prevent prevent VB www-sonatype-com-3567 421 142 future future JJ www-sonatype-com-3567 421 143 recurrences recurrence NNS www-sonatype-com-3567 421 144 . . . www-sonatype-com-3567 421 145 ”45 ”45 '' www-sonatype-com-3567 421 146 NIST NIST NNP www-sonatype-com-3567 421 147 ’s ’s POS www-sonatype-com-3567 421 148 Secure Secure NNP www-sonatype-com-3567 421 149 Software Software NNP www-sonatype-com-3567 421 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www-sonatype-com-3567 421 172 a a DT www-sonatype-com-3567 421 173 software software NN www-sonatype-com-3567 421 174 bill bill NN www-sonatype-com-3567 421 175 of of IN www-sonatype-com-3567 421 176 materials material NNS www-sonatype-com-3567 421 177 ( ( -LRB- www-sonatype-com-3567 421 178 SBOM SBOM NNP www-sonatype-com-3567 421 179 ) ) -RRB- www-sonatype-com-3567 421 180 for for IN www-sonatype-com-3567 421 181 each each DT www-sonatype-com-3567 421 182 OSS oss NN www-sonatype-com-3567 421 183 component component NN www-sonatype-com-3567 421 184 used use VBN www-sonatype-com-3567 421 185 and and CC www-sonatype-com-3567 421 186 every every DT www-sonatype-com-3567 421 187 proprietary proprietary JJ www-sonatype-com-3567 421 188 software software NN www-sonatype-com-3567 421 189 package package NN www-sonatype-com-3567 421 190 created create VBN www-sonatype-com-3567 421 191 . . . www-sonatype-com-3567 422 1 ⊲ ⊲ NFP www-sonatype-com-3567 422 2 Securely securely RB www-sonatype-com-3567 422 3 archive archive JJ www-sonatype-com-3567 422 4 a a DT www-sonatype-com-3567 422 5 copy copy NN www-sonatype-com-3567 422 6 of of IN www-sonatype-com-3567 422 7 each each DT www-sonatype-com-3567 422 8 release release NN www-sonatype-com-3567 422 9 and and CC www-sonatype-com-3567 422 10 all all DT www-sonatype-com-3567 422 11 of of IN www-sonatype-com-3567 422 12 its -PRON- PRP$ www-sonatype-com-3567 422 13 components component NNS www-sonatype-com-3567 422 14 ( ( -LRB- www-sonatype-com-3567 422 15 e.g. e.g. RB www-sonatype-com-3567 422 16 , , , www-sonatype-com-3567 422 17 code code NN www-sonatype-com-3567 422 18 , , , www-sonatype-com-3567 422 19 package package NN www-sonatype-com-3567 422 20 files file NNS www-sonatype-com-3567 422 21 , , , www-sonatype-com-3567 422 22 OSS oss NN www-sonatype-com-3567 422 23 and and CC www-sonatype-com-3567 422 24 third third JJ www-sonatype-com-3567 422 25 - - HYPH www-sonatype-com-3567 422 26 party party NN 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that IN www-sonatype-com-3567 429 53 software software NN www-sonatype-com-3567 429 54 development development NN www-sonatype-com-3567 429 55 practices practice NNS www-sonatype-com-3567 429 56 are be VBP www-sonatype-com-3567 429 57 becoming become VBG www-sonatype-com-3567 429 58 increasingly increasingly RB www-sonatype-com-3567 429 59 automated automated JJ www-sonatype-com-3567 429 60 and and CC www-sonatype-com-3567 429 61 reliant reliant JJ www-sonatype-com-3567 429 62 on on IN www-sonatype-com-3567 429 63 open open JJ www-sonatype-com-3567 429 64 source source NN www-sonatype-com-3567 429 65 and and CC www-sonatype-com-3567 429 66 third third JJ www-sonatype-com-3567 429 67 party party NN www-sonatype-com-3567 429 68 FIGURE figure NN www-sonatype-com-3567 429 69 6A 6a NN www-sonatype-com-3567 429 70 SOURCE SOURCE NNP www-sonatype-com-3567 429 71 : : : www-sonatype-com-3567 429 72 The the DT www-sonatype-com-3567 429 73 Australian Australian NNP www-sonatype-com-3567 429 74 Cyber Cyber NNP www-sonatype-com-3567 429 75 Security Security NNP www-sonatype-com-3567 429 76 Centre Centre NNP www-sonatype-com-3567 429 77 ( ( -LRB- www-sonatype-com-3567 429 78 ACSC ACSC NNP www-sonatype-com-3567 429 79 ) ) -RRB- www-sonatype-com-3567 429 80 392020 392020 CD www-sonatype-com-3567 429 81 STATE STATE NNP www-sonatype-com-3567 429 82 OF of IN www-sonatype-com-3567 429 83 THE the DT www-sonatype-com-3567 429 84 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 429 85 SUPPLY supply NN www-sonatype-com-3567 429 86 CHAIN chain NN www-sonatype-com-3567 429 87 REPORT report NN www-sonatype-com-3567 429 88 C c NN www-sonatype-com-3567 429 89 H h NN www-sonatype-com-3567 429 90 A a NN www-sonatype-com-3567 429 91 P p NN www-sonatype-com-3567 429 92 T t NN www-sonatype-com-3567 429 93 E e NN www-sonatype-com-3567 429 94 R r NN www-sonatype-com-3567 429 95 6 6 CD www-sonatype-com-3567 429 96 : : : www-sonatype-com-3567 429 97 T t NN www-sonatype-com-3567 429 98 H h NN www-sonatype-com-3567 429 99 E e NN www-sonatype-com-3567 429 100 C c NN www-sonatype-com-3567 429 101 H h NN www-sonatype-com-3567 429 102 A a NN www-sonatype-com-3567 429 103 N n NN www-sonatype-com-3567 429 104 G g NN www-sonatype-com-3567 429 105 IN in IN www-sonatype-com-3567 429 106 G g NN www-sonatype-com-3567 429 107 O o NN www-sonatype-com-3567 429 108 S s NN www-sonatype-com-3567 429 109 S s NN www-sonatype-com-3567 429 110 L l NN www-sonatype-com-3567 429 111 A A NNP www-sonatype-com-3567 429 112 N N NNP www-sonatype-com-3567 429 113 D d NN www-sonatype-com-3567 429 114 S s NN www-sonatype-com-3567 429 115 C c NN www-sonatype-com-3567 429 116 A a NN www-sonatype-com-3567 429 117 P p NN www-sonatype-com-3567 429 118 E e NN www-sonatype-com-3567 429 119 : : : www-sonatype-com-3567 429 120 S s NN www-sonatype-com-3567 429 121 O o NN www-sonatype-com-3567 429 122 C c NN www-sonatype-com-3567 429 123 IA ia NN www-sonatype-com-3567 429 124 L l NN www-sonatype-com-3567 429 125 A A NNP www-sonatype-com-3567 429 126 C c NN www-sonatype-com-3567 429 127 T t NN www-sonatype-com-3567 429 128 IV iv NN www-sonatype-com-3567 429 129 IS be VBZ www-sonatype-com-3567 429 130 M M NNP www-sonatype-com-3567 429 131 A A NNP www-sonatype-com-3567 429 132 N n NN www-sonatype-com-3567 429 133 D d NN www-sonatype-com-3567 429 134 G g NN www-sonatype-com-3567 429 135 O o NN www-sonatype-com-3567 429 136 V v NN www-sonatype-com-3567 429 137 E e NN www-sonatype-com-3567 429 138 R r NN www-sonatype-com-3567 429 139 N n NN www-sonatype-com-3567 429 140 M m NN www-sonatype-com-3567 429 141 E e NN www-sonatype-com-3567 429 142 N n NN www-sonatype-com-3567 429 143 T t NN www-sonatype-com-3567 429 144 S s NN www-sonatype-com-3567 429 145 T t NN www-sonatype-com-3567 429 146 A a NN www-sonatype-com-3567 429 147 N n NN www-sonatype-com-3567 429 148 D d NN www-sonatype-com-3567 429 149 A a NN www-sonatype-com-3567 429 150 R r NN www-sonatype-com-3567 429 151 D d NN www-sonatype-com-3567 429 152 S s NN www-sonatype-com-3567 429 153 MITIGATION mitigation NN www-sonatype-com-3567 429 154 STRATEGY strategy NN www-sonatype-com-3567 429 155 MATURITY maturity NN www-sonatype-com-3567 429 156 LEVEL level NN www-sonatype-com-3567 429 157 ONE one CD www-sonatype-com-3567 429 158 MATURITY maturity NN www-sonatype-com-3567 429 159 LEVEL level NN www-sonatype-com-3567 429 160 TWO two CD www-sonatype-com-3567 429 161 MATURITY maturity NN www-sonatype-com-3567 429 162 LEVEL level NN www-sonatype-com-3567 429 163 THREE three CD www-sonatype-com-3567 429 164 Patch Patch NNP www-sonatype-com-3567 429 165 applications application NNS www-sonatype-com-3567 429 166 Security security NN www-sonatype-com-3567 429 167 vulnerabilities vulnerability NNS www-sonatype-com-3567 429 168 in in IN www-sonatype-com-3567 429 169 applications application NNS www-sonatype-com-3567 429 170 and and CC www-sonatype-com-3567 429 171 drivers driver NNS www-sonatype-com-3567 429 172 assessed assess VBD www-sonatype-com-3567 429 173 as as IN www-sonatype-com-3567 429 174 extreme extreme JJ www-sonatype-com-3567 429 175 risk risk NN www-sonatype-com-3567 429 176 are be VBP www-sonatype-com-3567 429 177 patched patch VBN www-sonatype-com-3567 429 178 , , , www-sonatype-com-3567 429 179 updated update VBN www-sonatype-com-3567 429 180 or or CC www-sonatype-com-3567 429 181 mitigated mitigate VBN www-sonatype-com-3567 429 182 within within IN www-sonatype-com-3567 429 183 one one CD www-sonatype-com-3567 429 184 month month NN www-sonatype-com-3567 429 185 of of IN www-sonatype-com-3567 429 186 the the DT www-sonatype-com-3567 429 187 security security NN www-sonatype-com-3567 429 188 vulnerabilities vulnerability NNS www-sonatype-com-3567 429 189 being be VBG www-sonatype-com-3567 429 190 identified identify VBN www-sonatype-com-3567 429 191 by by IN www-sonatype-com-3567 429 192 vendors vendor NNS www-sonatype-com-3567 429 193 , , , www-sonatype-com-3567 429 194 independent independent JJ www-sonatype-com-3567 429 195 third third JJ www-sonatype-com-3567 429 196 parties party NNS www-sonatype-com-3567 429 197 , , , www-sonatype-com-3567 429 198 system system NN www-sonatype-com-3567 429 199 managers manager NNS www-sonatype-com-3567 429 200 or or CC www-sonatype-com-3567 429 201 users user NNS www-sonatype-com-3567 429 202 . . . www-sonatype-com-3567 430 1 Applications application NNS www-sonatype-com-3567 430 2 that that WDT www-sonatype-com-3567 430 3 are be VBP www-sonatype-com-3567 430 4 no no RB www-sonatype-com-3567 430 5 longer long RBR www-sonatype-com-3567 430 6 supported support VBN www-sonatype-com-3567 430 7 by by IN www-sonatype-com-3567 430 8 vendors vendor NNS www-sonatype-com-3567 430 9 with with IN www-sonatype-com-3567 430 10 patches patch NNS www-sonatype-com-3567 430 11 or or CC www-sonatype-com-3567 430 12 updates update NNS www-sonatype-com-3567 430 13 for for IN www-sonatype-com-3567 430 14 security security NN www-sonatype-com-3567 430 15 vul- vul- NN www-sonatype-com-3567 430 16 nerabilities nerabilitie NNS www-sonatype-com-3567 430 17 are be VBP www-sonatype-com-3567 430 18 updated update VBN www-sonatype-com-3567 430 19 or or CC www-sonatype-com-3567 430 20 replaced replace VBN www-sonatype-com-3567 430 21 with with IN www-sonatype-com-3567 430 22 vendor vendor NN www-sonatype-com-3567 430 23 - - HYPH www-sonatype-com-3567 430 24 sup- sup- JJ www-sonatype-com-3567 430 25 ported port VBN www-sonatype-com-3567 430 26 versions version NNS www-sonatype-com-3567 430 27 . . . www-sonatype-com-3567 431 1 Security security NN www-sonatype-com-3567 431 2 vulnerabilities vulnerability NNS www-sonatype-com-3567 431 3 in in IN www-sonatype-com-3567 431 4 applications application NNS www-sonatype-com-3567 431 5 and and CC www-sonatype-com-3567 431 6 drivers driver NNS www-sonatype-com-3567 431 7 assessed assess VBD www-sonatype-com-3567 431 8 as as IN www-sonatype-com-3567 431 9 extreme extreme JJ www-sonatype-com-3567 431 10 risk risk NN www-sonatype-com-3567 431 11 are be VBP www-sonatype-com-3567 431 12 patched patch VBN www-sonatype-com-3567 431 13 , , , www-sonatype-com-3567 431 14 updated update VBN www-sonatype-com-3567 431 15 or or CC www-sonatype-com-3567 431 16 mit- mit- RB www-sonatype-com-3567 431 17 igated igate VBN www-sonatype-com-3567 431 18 within within IN www-sonatype-com-3567 431 19 two two CD www-sonatype-com-3567 431 20 weeks week NNS www-sonatype-com-3567 431 21 of of IN www-sonatype-com-3567 431 22 the the DT www-sonatype-com-3567 431 23 security security NN www-sonatype-com-3567 431 24 vulnerabilities vulnerability NNS www-sonatype-com-3567 431 25 being be VBG www-sonatype-com-3567 431 26 identified identify VBN www-sonatype-com-3567 431 27 by by IN www-sonatype-com-3567 431 28 vendors vendor NNS www-sonatype-com-3567 431 29 , , , www-sonatype-com-3567 431 30 independent independent JJ www-sonatype-com-3567 431 31 third third JJ www-sonatype-com-3567 431 32 parties party NNS www-sonatype-com-3567 431 33 , , , www-sonatype-com-3567 431 34 system system NN www-sonatype-com-3567 431 35 managers manager NNS www-sonatype-com-3567 431 36 or or CC www-sonatype-com-3567 431 37 users user NNS www-sonatype-com-3567 431 38 . . . www-sonatype-com-3567 432 1 Applications application NNS www-sonatype-com-3567 432 2 that that WDT www-sonatype-com-3567 432 3 are be VBP www-sonatype-com-3567 432 4 no no DT www-sonatype-com-3567 432 5 lon- lon- NN www-sonatype-com-3567 432 6 ger ger NN www-sonatype-com-3567 432 7 supported support VBN www-sonatype-com-3567 432 8 by by IN www-sonatype-com-3567 432 9 vendors vendor NNS www-sonatype-com-3567 432 10 with with IN www-sonatype-com-3567 432 11 patches patch NNS www-sonatype-com-3567 432 12 or or CC www-sonatype-com-3567 432 13 updates update NNS www-sonatype-com-3567 432 14 for for IN www-sonatype-com-3567 432 15 security security NN www-sonatype-com-3567 432 16 vulnerabilities vulnerability NNS www-sonatype-com-3567 432 17 are be VBP www-sonatype-com-3567 432 18 updated update VBN www-sonatype-com-3567 432 19 or or CC www-sonatype-com-3567 432 20 replaced replace VBN www-sonatype-com-3567 432 21 with with IN www-sonatype-com-3567 432 22 vendor vendor NN www-sonatype-com-3567 432 23 - - HYPH www-sonatype-com-3567 432 24 supported support VBN www-sonatype-com-3567 432 25 versions version NNS www-sonatype-com-3567 432 26 . . . www-sonatype-com-3567 433 1 Security security NN www-sonatype-com-3567 433 2 vulnerabilities vulnerability NNS www-sonatype-com-3567 433 3 in in IN www-sonatype-com-3567 433 4 applications application NNS www-sonatype-com-3567 433 5 and and CC www-sonatype-com-3567 433 6 drivers driver NNS www-sonatype-com-3567 433 7 assessed assess VBD www-sonatype-com-3567 433 8 as as IN www-sonatype-com-3567 433 9 extreme extreme JJ www-sonatype-com-3567 433 10 risk risk NN www-sonatype-com-3567 433 11 are be VBP www-sonatype-com-3567 433 12 patched patch VBN www-sonatype-com-3567 433 13 , , , www-sonatype-com-3567 433 14 updated update VBN www-sonatype-com-3567 433 15 or or CC www-sonatype-com-3567 433 16 mitigated mitigate VBN www-sonatype-com-3567 433 17 within within IN www-sonatype-com-3567 433 18 48 48 CD www-sonatype-com-3567 433 19 hours hour NNS www-sonatype-com-3567 433 20 of of IN www-sonatype-com-3567 433 21 the the DT www-sonatype-com-3567 433 22 security security NN www-sonatype-com-3567 433 23 vulnerabilities vulnerability NNS www-sonatype-com-3567 433 24 being be VBG www-sonatype-com-3567 433 25 identified identify VBN www-sonatype-com-3567 433 26 by by IN www-sonatype-com-3567 433 27 vendors vendor NNS www-sonatype-com-3567 433 28 , , , www-sonatype-com-3567 433 29 independent independent JJ www-sonatype-com-3567 433 30 third third JJ www-sonatype-com-3567 433 31 parties party NNS www-sonatype-com-3567 433 32 , , , www-sonatype-com-3567 433 33 system system NN www-sonatype-com-3567 433 34 managers manager NNS www-sonatype-com-3567 433 35 or or CC www-sonatype-com-3567 433 36 users user NNS www-sonatype-com-3567 433 37 . . . www-sonatype-com-3567 434 1 An an DT www-sonatype-com-3567 434 2 automated automate VBN www-sonatype-com-3567 434 3 mechanism mechanism NN www-sonatype-com-3567 434 4 is be VBZ www-sonatype-com-3567 434 5 used use VBN www-sonatype-com-3567 434 6 to to TO www-sonatype-com-3567 434 7 confirm confirm VB www-sonatype-com-3567 434 8 and and CC www-sonatype-com-3567 434 9 record record VB www-sonatype-com-3567 434 10 that that WDT www-sonatype-com-3567 434 11 deployed deploy VBN www-sonatype-com-3567 434 12 application application NN www-sonatype-com-3567 434 13 and and CC www-sonatype-com-3567 434 14 driver driver NN www-sonatype-com-3567 434 15 patches patch NNS www-sonatype-com-3567 434 16 or or CC www-sonatype-com-3567 434 17 updates update NNS www-sonatype-com-3567 434 18 have have VBP www-sonatype-com-3567 434 19 been be VBN www-sonatype-com-3567 434 20 installed instal VBN www-sonatype-com-3567 434 21 , , , www-sonatype-com-3567 434 22 applied apply VBN www-sonatype-com-3567 434 23 success- success- NN www-sonatype-com-3567 434 24 fully fully RB www-sonatype-com-3567 434 25 and and CC www-sonatype-com-3567 434 26 remain remain VBP www-sonatype-com-3567 434 27 in in IN www-sonatype-com-3567 434 28 place place NN www-sonatype-com-3567 434 29 . . . www-sonatype-com-3567 435 1 Applications application NNS www-sonatype-com-3567 435 2 that that WDT www-sonatype-com-3567 435 3 are be VBP www-sonatype-com-3567 435 4 no no RB www-sonatype-com-3567 435 5 longer long RBR www-sonatype-com-3567 435 6 supported support VBN www-sonatype-com-3567 435 7 by by IN www-sonatype-com-3567 435 8 vendors vendor NNS www-sonatype-com-3567 435 9 with with IN www-sonatype-com-3567 435 10 patches patch NNS www-sonatype-com-3567 435 11 or or CC www-sonatype-com-3567 435 12 updates update NNS www-sonatype-com-3567 435 13 for for IN www-sonatype-com-3567 435 14 security security NN www-sonatype-com-3567 435 15 vulnerabilities vulnerability NNS www-sonatype-com-3567 435 16 are be VBP www-sonatype-com-3567 435 17 updated update VBN www-sonatype-com-3567 435 18 or or CC www-sonatype-com-3567 435 19 replaced replace VBN www-sonatype-com-3567 435 20 with with IN www-sonatype-com-3567 435 21 vendor vendor NN www-sonatype-com-3567 435 22 - - HYPH www-sonatype-com-3567 435 23 supported support VBN www-sonatype-com-3567 435 24 versions version NNS www-sonatype-com-3567 435 25 . . . www-sonatype-com-3567 436 1 components component NNS www-sonatype-com-3567 436 2 . . . www-sonatype-com-3567 437 1 New new JJ www-sonatype-com-3567 437 2 guidance guidance NN www-sonatype-com-3567 437 3 released release VBN www-sonatype-com-3567 437 4 by by IN www-sonatype-com-3567 437 5 the the DT www-sonatype-com-3567 437 6 Centre Centre NNP www-sonatype-com-3567 437 7 advised advise VBD www-sonatype-com-3567 437 8 that that IN www-sonatype-com-3567 437 9 “ " `` www-sonatype-com-3567 437 10 third third NNP www-sonatype-com-3567 437 11 party party NNP www-sonatype-com-3567 437 12 coding code VBG www-sonatype-com-3567 437 13 frameworks framework NNS www-sonatype-com-3567 437 14 and and CC www-sonatype-com-3567 437 15 libraries library NNS www-sonatype-com-3567 437 16 also also RB www-sonatype-com-3567 437 17 need need VBP www-sonatype-com-3567 437 18 to to TO www-sonatype-com-3567 437 19 be be VB www-sonatype-com-3567 437 20 considered consider VBN www-sonatype-com-3567 437 21 in in IN www-sonatype-com-3567 437 22 the the DT www-sonatype-com-3567 437 23 same same JJ www-sonatype-com-3567 437 24 light light NN www-sonatype-com-3567 437 25 as as IN www-sonatype-com-3567 437 26 the the DT www-sonatype-com-3567 437 27 code code NN www-sonatype-com-3567 437 28 you -PRON- PRP www-sonatype-com-3567 437 29 author author NN www-sonatype-com-3567 437 30 . . . www-sonatype-com-3567 438 1 If if IN www-sonatype-com-3567 438 2 third third JJ www-sonatype-com-3567 438 3 party party NN www-sonatype-com-3567 438 4 compo- compo- NN www-sonatype-com-3567 438 5 nents nent NNS www-sonatype-com-3567 438 6 are be VBP www-sonatype-com-3567 438 7 themselves -PRON- PRP www-sonatype-com-3567 438 8 vulnerable vulnerable JJ www-sonatype-com-3567 438 9 , , , www-sonatype-com-3567 438 10 this this DT www-sonatype-com-3567 438 11 is be VBZ www-sonatype-com-3567 438 12 likely likely JJ www-sonatype-com-3567 438 13 to to TO www-sonatype-com-3567 438 14 also also RB www-sonatype-com-3567 438 15 impact impact VB www-sonatype-com-3567 438 16 your -PRON- PRP$ www-sonatype-com-3567 438 17 system system NN www-sonatype-com-3567 438 18 . . . www-sonatype-com-3567 438 19 ”47 ”47 '' www-sonatype-com-3567 438 20 In in IN www-sonatype-com-3567 438 21 an an DT www-sonatype-com-3567 438 22 effort effort NN www-sonatype-com-3567 438 23 to to TO www-sonatype-com-3567 438 24 help help VB www-sonatype-com-3567 438 25 development development NN www-sonatype-com-3567 438 26 teams team NNS www-sonatype-com-3567 438 27 evaluate evaluate VB www-sonatype-com-3567 438 28 their -PRON- PRP$ www-sonatype-com-3567 438 29 OSS oss NN www-sonatype-com-3567 438 30 components component NNS www-sonatype-com-3567 438 31 and and CC www-sonatype-com-3567 438 32 reduce reduce VB www-sonatype-com-3567 438 33 security security NN www-sonatype-com-3567 438 34 risk risk NN www-sonatype-com-3567 438 35 , , , www-sonatype-com-3567 438 36 the the DT www-sonatype-com-3567 438 37 Centre Centre NNP www-sonatype-com-3567 438 38 provided provide VBD www-sonatype-com-3567 438 39 the the DT www-sonatype-com-3567 438 40 following follow VBG www-sonatype-com-3567 438 41 eight eight CD www-sonatype-com-3567 438 42 questions question NNS www-sonatype-com-3567 438 43 : : : www-sonatype-com-3567 438 44 ⊲ ⊲ NFP www-sonatype-com-3567 438 45 If if IN www-sonatype-com-3567 438 46 there there EX www-sonatype-com-3567 438 47 is be VBZ www-sonatype-com-3567 438 48 a a DT www-sonatype-com-3567 438 49 security security NN www-sonatype-com-3567 438 50 vulnerability vulnerability NN www-sonatype-com-3567 438 51 in in IN www-sonatype-com-3567 438 52 the the DT www-sonatype-com-3567 438 53 third third JJ www-sonatype-com-3567 438 54 party party NN www-sonatype-com-3567 438 55 components component NNS www-sonatype-com-3567 438 56 of of IN www-sonatype-com-3567 438 57 your -PRON- PRP$ www-sonatype-com-3567 438 58 code code NN www-sonatype-com-3567 438 59 , , , www-sonatype-com-3567 438 60 what what WP www-sonatype-com-3567 438 61 security security NN www-sonatype-com-3567 438 62 impact impact NN www-sonatype-com-3567 438 63 may may MD www-sonatype-com-3567 438 64 this this DT www-sonatype-com-3567 438 65 have have VB www-sonatype-com-3567 438 66 on on IN www-sonatype-com-3567 438 67 your -PRON- PRP$ www-sonatype-com-3567 438 68 system system NN www-sonatype-com-3567 438 69 ? ? . www-sonatype-com-3567 439 1 ⊲ ⊲ NFP www-sonatype-com-3567 439 2 Is be VBZ www-sonatype-com-3567 439 3 the the DT www-sonatype-com-3567 439 4 dependency dependency NN www-sonatype-com-3567 439 5 actively actively RB www-sonatype-com-3567 439 6 developed develop VBN www-sonatype-com-3567 439 7 and and CC www-sonatype-com-3567 439 8 maintained maintain VBN www-sonatype-com-3567 439 9 ? ? . www-sonatype-com-3567 440 1 ⊲ ⊲ NFP www-sonatype-com-3567 440 2 If if IN www-sonatype-com-3567 440 3 a a DT www-sonatype-com-3567 440 4 vulnerability vulnerability NN www-sonatype-com-3567 440 5 is be VBZ www-sonatype-com-3567 440 6 found find VBN www-sonatype-com-3567 440 7 in in IN www-sonatype-com-3567 440 8 one one CD www-sonatype-com-3567 440 9 of of IN www-sonatype-com-3567 440 10 your -PRON- PRP$ www-sonatype-com-3567 440 11 depen- depen- FW www-sonatype-com-3567 440 12 dencies dencie NNS www-sonatype-com-3567 440 13 , , , www-sonatype-com-3567 440 14 would would MD www-sonatype-com-3567 440 15 you -PRON- PRP www-sonatype-com-3567 440 16 know know VB www-sonatype-com-3567 440 17 ? ? . www-sonatype-com-3567 441 1 Who who WP www-sonatype-com-3567 441 2 would would MD www-sonatype-com-3567 441 3 fix fix VB www-sonatype-com-3567 441 4 it -PRON- PRP www-sonatype-com-3567 441 5 ? ? . www-sonatype-com-3567 442 1 ⊲ ⊲ NFP www-sonatype-com-3567 442 2 Are be VBP www-sonatype-com-3567 442 3 you -PRON- PRP www-sonatype-com-3567 442 4 using use VBG www-sonatype-com-3567 442 5 any any DT www-sonatype-com-3567 442 6 old old JJ www-sonatype-com-3567 442 7 versions version NNS www-sonatype-com-3567 442 8 of of IN www-sonatype-com-3567 442 9 third third JJ www-sonatype-com-3567 442 10 party party NNP www-sonatype-com-3567 442 11 code code NN www-sonatype-com-3567 442 12 known know VBN www-sonatype-com-3567 442 13 to to TO www-sonatype-com-3567 442 14 contain contain VB www-sonatype-com-3567 442 15 security security NN www-sonatype-com-3567 442 16 vulnerabilities vulnerability NNS www-sonatype-com-3567 442 17 ? ? . www-sonatype-com-3567 443 1 ⊲ ⊲ NFP www-sonatype-com-3567 443 2 Do do VBP www-sonatype-com-3567 443 3 you -PRON- PRP www-sonatype-com-3567 443 4 know know VB www-sonatype-com-3567 443 5 anything anything NN www-sonatype-com-3567 443 6 about about IN www-sonatype-com-3567 443 7 the the DT www-sonatype-com-3567 443 8 author author NN www-sonatype-com-3567 443 9 and and CC www-sonatype-com-3567 443 10 maintainer maintainer NN www-sonatype-com-3567 443 11 of of IN www-sonatype-com-3567 443 12 the the DT www-sonatype-com-3567 443 13 dependency dependency NN www-sonatype-com-3567 443 14 ? ? . www-sonatype-com-3567 444 1 How how WRB www-sonatype-com-3567 444 2 do do VBP www-sonatype-com-3567 444 3 they -PRON- PRP www-sonatype-com-3567 444 4 view view VB www-sonatype-com-3567 444 5 and and CC www-sonatype-com-3567 444 6 approach approach VB www-sonatype-com-3567 444 7 security security NN www-sonatype-com-3567 444 8 ? ? . www-sonatype-com-3567 445 1 ⊲ ⊲ NNP www-sonatype-com-3567 445 2 Does do VBZ www-sonatype-com-3567 445 3 the the DT www-sonatype-com-3567 445 4 dependency dependency NN www-sonatype-com-3567 445 5 have have VB www-sonatype-com-3567 445 6 any any DT www-sonatype-com-3567 445 7 history history NN www-sonatype-com-3567 445 8 of of IN www-sonatype-com-3567 445 9 security security NN www-sonatype-com-3567 445 10 vulnerabilities vulnerability NNS www-sonatype-com-3567 445 11 ? ? . www-sonatype-com-3567 446 1 What what WP www-sonatype-com-3567 446 2 ’s ’ VBZ www-sonatype-com-3567 446 3 important important JJ www-sonatype-com-3567 446 4 here here RB www-sonatype-com-3567 446 5 is be VBZ www-sonatype-com-3567 446 6 not not RB www-sonatype-com-3567 446 7 necessarily necessarily RB www-sonatype-com-3567 446 8 that that IN www-sonatype-com-3567 446 9 issues issue NNS www-sonatype-com-3567 446 10 are be VBP www-sonatype-com-3567 446 11 discovered discover VBN www-sonatype-com-3567 446 12 , , , www-sonatype-com-3567 446 13 but but CC www-sonatype-com-3567 446 14 how how WRB www-sonatype-com-3567 446 15 they -PRON- PRP www-sonatype-com-3567 446 16 are be VBP www-sonatype-com-3567 446 17 handled handle VBN www-sonatype-com-3567 446 18 . . . www-sonatype-com-3567 447 1 ⊲ ⊲ NFP www-sonatype-com-3567 447 2 If if IN www-sonatype-com-3567 447 3 third third JJ www-sonatype-com-3567 447 4 party party NN www-sonatype-com-3567 447 5 code code NN www-sonatype-com-3567 447 6 is be VBZ www-sonatype-com-3567 447 7 dynamically dynamically RB www-sonatype-com-3567 447 8 included include VBN www-sonatype-com-3567 447 9 into into IN www-sonatype-com-3567 447 10 your -PRON- PRP$ www-sonatype-com-3567 447 11 product product NN www-sonatype-com-3567 447 12 during during IN www-sonatype-com-3567 447 13 the the DT www-sonatype-com-3567 447 14 build build NN www-sonatype-com-3567 447 15 or or CC www-sonatype-com-3567 447 16 deployment deployment NN www-sonatype-com-3567 447 17 process process NN www-sonatype-com-3567 447 18 , , , www-sonatype-com-3567 447 19 can can MD www-sonatype-com-3567 447 20 you -PRON- PRP www-sonatype-com-3567 447 21 ensure ensure VB www-sonatype-com-3567 447 22 that that IN www-sonatype-com-3567 447 23 it -PRON- PRP www-sonatype-com-3567 447 24 ca can MD www-sonatype-com-3567 447 25 n’t not RB www-sonatype-com-3567 447 26 be be VB www-sonatype-com-3567 447 27 mali- mali- JJ www-sonatype-com-3567 447 28 ciously ciously RB www-sonatype-com-3567 447 29 modified modify VBN www-sonatype-com-3567 447 30 ? ? . www-sonatype-com-3567 448 1 You -PRON- PRP www-sonatype-com-3567 448 2 could could MD www-sonatype-com-3567 448 3 achieve achieve VB www-sonatype-com-3567 448 4 this this DT www-sonatype-com-3567 448 5 by by IN www-sonatype-com-3567 448 6 verifying verify VBG www-sonatype-com-3567 448 7 its -PRON- PRP$ www-sonatype-com-3567 448 8 origin origin NN www-sonatype-com-3567 448 9 and and CC www-sonatype-com-3567 448 10 integrity integrity NN www-sonatype-com-3567 448 11 , , , www-sonatype-com-3567 448 12 for for IN www-sonatype-com-3567 448 13 example example NN www-sonatype-com-3567 448 14 . . . www-sonatype-com-3567 449 1 ⊲ ⊲ NFP www-sonatype-com-3567 449 2 If if IN www-sonatype-com-3567 449 3 the the DT www-sonatype-com-3567 449 4 third third JJ www-sonatype-com-3567 449 5 party party NN www-sonatype-com-3567 449 6 dependency dependency NN www-sonatype-com-3567 449 7 you -PRON- PRP www-sonatype-com-3567 449 8 are be VBP www-sonatype-com-3567 449 9 using use VBG www-sonatype-com-3567 449 10 is be VBZ www-sonatype-com-3567 449 11 configurable configurable JJ www-sonatype-com-3567 449 12 , , , www-sonatype-com-3567 449 13 consider consider VB www-sonatype-com-3567 449 14 disabling disable VBG www-sonatype-com-3567 449 15 or or CC www-sonatype-com-3567 449 16 removing remove VBG www-sonatype-com-3567 449 17 unneeded unneeded JJ www-sonatype-com-3567 449 18 functionality functionality NN www-sonatype-com-3567 449 19 which which WDT www-sonatype-com-3567 449 20 may may MD www-sonatype-com-3567 449 21 widen widen VB www-sonatype-com-3567 449 22 the the DT www-sonatype-com-3567 449 23 attack attack NN www-sonatype-com-3567 449 24 surface surface NN www-sonatype-com-3567 449 25 of of IN www-sonatype-com-3567 449 26 your -PRON- PRP$ www-sonatype-com-3567 449 27 product.48 product.48 NNP www-sonatype-com-3567 449 28 Australia Australia NNP www-sonatype-com-3567 449 29 This this DT www-sonatype-com-3567 449 30 year year NN www-sonatype-com-3567 449 31 , , , www-sonatype-com-3567 449 32 the the DT www-sonatype-com-3567 449 33 Australian Australian NNP www-sonatype-com-3567 449 34 Cyber Cyber NNP www-sonatype-com-3567 449 35 Security Security NNP www-sonatype-com-3567 449 36 Centre Centre NNP www-sonatype-com-3567 449 37 ( ( -LRB- www-sonatype-com-3567 449 38 ACSC ACSC NNP www-sonatype-com-3567 449 39 ) ) -RRB- www-sonatype-com-3567 449 40 has have VBZ www-sonatype-com-3567 449 41 developed develop VBN www-sonatype-com-3567 449 42 prioritised prioritise VBN www-sonatype-com-3567 449 43 mitigation mitigation NN www-sonatype-com-3567 449 44 strat- strat- NN www-sonatype-com-3567 449 45 egies egie NNS www-sonatype-com-3567 449 46 to to TO www-sonatype-com-3567 449 47 help help VB www-sonatype-com-3567 449 48 organizations organization NNS www-sonatype-com-3567 449 49 mitigate mitigate VB www-sonatype-com-3567 449 50 cyber cyber NNP www-sonatype-com-3567 449 51 security security NN www-sonatype-com-3567 449 52 incidents incident NNS www-sonatype-com-3567 449 53 caused cause VBN www-sonatype-com-3567 449 54 by by IN www-sonatype-com-3567 449 55 various various JJ www-sonatype-com-3567 449 56 threats threat NNS www-sonatype-com-3567 449 57 ( ( -LRB- www-sonatype-com-3567 449 58 SEE see UH www-sonatype-com-3567 449 59 FIGURE FIGURE NNP www-sonatype-com-3567 449 60 6A 6a NN www-sonatype-com-3567 449 61 ) ) -RRB- www-sonatype-com-3567 449 62 . . . www-sonatype-com-3567 450 1 The the DT www-sonatype-com-3567 450 2 Centre Centre NNP www-sonatype-com-3567 450 3 defined define VBD www-sonatype-com-3567 450 4 mitigation mitigation NN www-sonatype-com-3567 450 5 strategies strategy NNS www-sonatype-com-3567 450 6 that that WDT www-sonatype-com-3567 450 7 could could MD www-sonatype-com-3567 450 8 be be VB www-sonatype-com-3567 450 9 applied apply VBN www-sonatype-com-3567 450 10 along along IN www-sonatype-com-3567 450 11 three three CD www-sonatype-com-3567 450 12 maturity maturity NN www-sonatype-com-3567 450 13 levels level NNS www-sonatype-com-3567 450 14 . . . www-sonatype-com-3567 451 1 For for IN www-sonatype-com-3567 451 2 updating update VBG www-sonatype-com-3567 451 3 third third JJ www-sonatype-com-3567 451 4 party party NN www-sonatype-com-3567 451 5 libraries library NNS www-sonatype-com-3567 451 6 and and CC www-sonatype-com-3567 451 7 patching patching NN www-sonatype-com-3567 451 8 applications application NNS www-sonatype-com-3567 451 9 , , , www-sonatype-com-3567 451 10 the the DT www-sonatype-com-3567 451 11 guidance guidance NN www-sonatype-com-3567 451 12 recommended recommend VBD www-sonatype-com-3567 451 13 mitigating mitigating JJ www-sonatype-com-3567 451 14 actions action NNS www-sonatype-com-3567 451 15 within within IN www-sonatype-com-3567 451 16 a a DT www-sonatype-com-3567 451 17 month month NN www-sonatype-com-3567 451 18 at at IN www-sonatype-com-3567 451 19 the the DT www-sonatype-com-3567 451 20 lowest low JJS www-sonatype-com-3567 451 21 maturity maturity NN www-sonatype-com-3567 451 22 level level NN www-sonatype-com-3567 451 23 and and CC www-sonatype-com-3567 451 24 within within IN www-sonatype-com-3567 451 25 48 48 CD www-sonatype-com-3567 451 26 hours hour NNS www-sonatype-com-3567 451 27 at at IN www-sonatype-com-3567 451 28 the the DT www-sonatype-com-3567 451 29 highest high JJS www-sonatype-com-3567 451 30 maturity maturity NN www-sonatype-com-3567 451 31 level level NN www-sonatype-com-3567 451 32 , , , www-sonatype-com-3567 451 33 while while IN www-sonatype-com-3567 451 34 also also RB www-sonatype-com-3567 451 35 recommending recommend VBG www-sonatype-com-3567 451 36 automated automate VBN www-sonatype-com-3567 451 37 tooling tooling NN www-sonatype-com-3567 451 38 to to TO www-sonatype-com-3567 451 39 track track VB www-sonatype-com-3567 451 40 where where WRB www-sonatype-com-3567 451 41 and and CC www-sonatype-com-3567 451 42 when when WRB www-sonatype-com-3567 451 43 cybersecurity cybersecurity NN www-sonatype-com-3567 451 44 updates update NNS www-sonatype-com-3567 451 45 had have VBD www-sonatype-com-3567 451 46 been be VBN www-sonatype-com-3567 451 47 performed.49 performed.49 NNP www-sonatype-com-3567 451 48 ■ ■ NFP www-sonatype-com-3567 451 49 Summary Summary NNP www-sonatype-com-3567 451 50 We -PRON- PRP www-sonatype-com-3567 451 51 ’ve have VB www-sonatype-com-3567 451 52 observed observe VBN www-sonatype-com-3567 451 53 double double JJ www-sonatype-com-3567 451 54 and and CC www-sonatype-com-3567 451 55 triple triple JJ www-sonatype-com-3567 451 56 digit digit NN www-sonatype-com-3567 451 57 growth growth NN www-sonatype-com-3567 451 58 in in IN www-sonatype-com-3567 451 59 open open JJ www-sonatype-com-3567 451 60 source source NN www-sonatype-com-3567 451 61 component component NN www-sonatype-com-3567 451 62 ecosystems ecosystem VBZ www-sonatype-com-3567 451 63 for for IN www-sonatype-com-3567 451 64 over over IN www-sonatype-com-3567 451 65 a a DT www-sonatype-com-3567 451 66 decade decade NN www-sonatype-com-3567 451 67 . . . www-sonatype-com-3567 452 1 The the DT www-sonatype-com-3567 452 2 industry industry NN www-sonatype-com-3567 452 3 eclipsed eclipse VBD www-sonatype-com-3567 452 4 10 10 CD www-sonatype-com-3567 452 5 billion billion CD www-sonatype-com-3567 452 6 open open JJ www-sonatype-com-3567 452 7 source source NN www-sonatype-com-3567 452 8 component component NN www-sonatype-com-3567 452 9 downloads download NNS www-sonatype-com-3567 452 10 in in IN www-sonatype-com-3567 452 11 2012 2012 CD www-sonatype-com-3567 452 12 and and CC www-sonatype-com-3567 452 13 within within IN www-sonatype-com-3567 452 14 five five CD www-sonatype-com-3567 452 15 years year NNS www-sonatype-com-3567 452 16 witnessed witness VBD www-sonatype-com-3567 452 17 100 100 CD www-sonatype-com-3567 452 18 billion billion CD www-sonatype-com-3567 452 19 download download NN www-sonatype-com-3567 452 20 requests request NNS www-sonatype-com-3567 452 21 . . . www-sonatype-com-3567 453 1 With with IN www-sonatype-com-3567 453 2 no no DT www-sonatype-com-3567 453 3 slowdown slowdown NN www-sonatype-com-3567 453 4 in in IN www-sonatype-com-3567 453 5 sight sight NN www-sonatype-com-3567 453 6 , , , www-sonatype-com-3567 453 7 2020 2020 CD www-sonatype-com-3567 453 8 is be VBZ www-sonatype-com-3567 453 9 on on IN www-sonatype-com-3567 453 10 pace pace NN www-sonatype-com-3567 453 11 to to TO www-sonatype-com-3567 453 12 surpass surpass VB www-sonatype-com-3567 453 13 1.5 1.5 CD www-sonatype-com-3567 453 14 trillion trillion CD www-sonatype-com-3567 453 15 download download NN www-sonatype-com-3567 453 16 requests request NNS www-sonatype-com-3567 453 17 . . . www-sonatype-com-3567 454 1 The the DT www-sonatype-com-3567 454 2 purpose purpose NN www-sonatype-com-3567 454 3 of of IN www-sonatype-com-3567 454 4 our -PRON- PRP$ www-sonatype-com-3567 454 5 6th 6th JJ www-sonatype-com-3567 454 6 annual annual JJ www-sonatype-com-3567 454 7 report report NN www-sonatype-com-3567 454 8 was be VBD www-sonatype-com-3567 454 9 to to TO www-sonatype-com-3567 454 10 share share VB www-sonatype-com-3567 454 11 evidence evidence NN www-sonatype-com-3567 454 12 , , , www-sonatype-com-3567 454 13 practices practice NNS www-sonatype-com-3567 454 14 and and CC www-sonatype-com-3567 454 15 outcomes outcome NNS www-sonatype-com-3567 454 16 we -PRON- PRP www-sonatype-com-3567 454 17 observed observe VBD www-sonatype-com-3567 454 18 across across IN www-sonatype-com-3567 454 19 software software NN www-sonatype-com-3567 454 20 supply supply NN www-sonatype-com-3567 454 21 chains chain NNS www-sonatype-com-3567 454 22 — — : www-sonatype-com-3567 454 23 upstream upstream NNP www-sonatype-com-3567 454 24 and and CC www-sonatype-com-3567 454 25 downstream downstream JJ www-sonatype-com-3567 454 26 . . . www-sonatype-com-3567 455 1 Our -PRON- PRP$ www-sonatype-com-3567 455 2 findings finding NNS www-sonatype-com-3567 455 3 are be VBP www-sonatype-com-3567 455 4 clear clear JJ www-sonatype-com-3567 455 5 . . . www-sonatype-com-3567 456 1 Productivity productivity NN www-sonatype-com-3567 456 2 does do VBZ www-sonatype-com-3567 456 3 not not RB www-sonatype-com-3567 456 4 have have VB www-sonatype-com-3567 456 5 to to TO www-sonatype-com-3567 456 6 come come VB www-sonatype-com-3567 456 7 at at IN www-sonatype-com-3567 456 8 the the DT www-sonatype-com-3567 456 9 cost cost NN www-sonatype-com-3567 456 10 of of IN www-sonatype-com-3567 456 11 reduced reduced JJ www-sonatype-com-3567 456 12 security security NN www-sonatype-com-3567 456 13 . . . www-sonatype-com-3567 457 1 On on IN www-sonatype-com-3567 457 2 the the DT www-sonatype-com-3567 457 3 supply supply NN www-sonatype-com-3567 457 4 side side NN www-sonatype-com-3567 457 5 , , , www-sonatype-com-3567 457 6 we -PRON- PRP www-sonatype-com-3567 457 7 observed observe VBD www-sonatype-com-3567 457 8 that that IN www-sonatype-com-3567 457 9 Exemplary Exemplary NNP www-sonatype-com-3567 457 10 open open JJ www-sonatype-com-3567 457 11 source source NN www-sonatype-com-3567 457 12 projects project NNS www-sonatype-com-3567 457 13 benefit benefit VBP www-sonatype-com-3567 457 14 tremendously tremendously RB www-sonatype-com-3567 457 15 from from IN www-sonatype-com-3567 457 16 more more JJR www-sonatype-com-3567 457 17 frequent frequent JJ www-sonatype-com-3567 457 18 code code NN www-sonatype-com-3567 457 19 commits commit NNS www-sonatype-com-3567 457 20 , , , www-sonatype-com-3567 457 21 dependency dependency NN www-sonatype-com-3567 457 22 updates update NNS www-sonatype-com-3567 457 23 and and CC www-sonatype-com-3567 457 24 releases release NNS www-sonatype-com-3567 457 25 . . . www-sonatype-com-3567 458 1 The the DT www-sonatype-com-3567 458 2 more more RBR www-sonatype-com-3567 458 3 frequent frequent JJ www-sonatype-com-3567 458 4 the the DT www-sonatype-com-3567 458 5 updates update NNS www-sonatype-com-3567 458 6 , , , www-sonatype-com-3567 458 7 the the DT www-sonatype-com-3567 458 8 generally generally RB www-sonatype-com-3567 458 9 more more RBR www-sonatype-com-3567 458 10 secure secure JJ www-sonatype-com-3567 458 11 the the DT www-sonatype-com-3567 458 12 OSS OSS NNP www-sonatype-com-3567 458 13 project project NN www-sonatype-com-3567 458 14 . . . www-sonatype-com-3567 459 1 On on IN www-sonatype-com-3567 459 2 the the DT www-sonatype-com-3567 459 3 demand demand NN www-sonatype-com-3567 459 4 side side NN www-sonatype-com-3567 459 5 , , , www-sonatype-com-3567 459 6 we -PRON- PRP www-sonatype-com-3567 459 7 discovered discover VBD www-sonatype-com-3567 459 8 a a DT www-sonatype-com-3567 459 9 range range NN www-sonatype-com-3567 459 10 of of IN www-sonatype-com-3567 459 11 enterprise enterprise NN www-sonatype-com-3567 459 12 practices practice NNS www-sonatype-com-3567 459 13 that that WDT www-sonatype-com-3567 459 14 influenced influence VBD www-sonatype-com-3567 459 15 successful successful JJ www-sonatype-com-3567 459 16 software software NN www-sonatype-com-3567 459 17 supply supply NN www-sonatype-com-3567 459 18 chain chain NN www-sonatype-com-3567 459 19 outcomes outcome NNS www-sonatype-com-3567 459 20 . . . www-sonatype-com-3567 460 1 High high JJ www-sonatype-com-3567 460 2 Performers Performers NNPS www-sonatype-com-3567 460 3 deployed deploy VBD www-sonatype-com-3567 460 4 more more RBR www-sonatype-com-3567 460 5 frequently frequently RB www-sonatype-com-3567 460 6 , , , www-sonatype-com-3567 460 7 detected detect VBN www-sonatype-com-3567 460 8 and and CC www-sonatype-com-3567 460 9 remedi- remedi- NNP www-sonatype-com-3567 460 10 ated ate VBD www-sonatype-com-3567 460 11 vulnerable vulnerable JJ www-sonatype-com-3567 460 12 OSS oss NN www-sonatype-com-3567 460 13 components component NNS www-sonatype-com-3567 460 14 more more RBR www-sonatype-com-3567 460 15 quickly quickly RB www-sonatype-com-3567 460 16 , , , www-sonatype-com-3567 460 17 and and CC www-sonatype-com-3567 460 18 approved approve VBD www-sonatype-com-3567 460 19 new new JJ www-sonatype-com-3567 460 20 OSS OSS NNP www-sonatype-com-3567 460 21 components component NNS www-sonatype-com-3567 460 22 efficiently efficiently RB www-sonatype-com-3567 460 23 . . . www-sonatype-com-3567 461 1 The the DT www-sonatype-com-3567 461 2 High High NNP www-sonatype-com-3567 461 3 Performers Performers NNPS www-sonatype-com-3567 461 4 also also RB www-sonatype-com-3567 461 5 onboarded onboarde VBD www-sonatype-com-3567 461 6 developers developer NNS www-sonatype-com-3567 461 7 onto onto IN www-sonatype-com-3567 461 8 new new JJ www-sonatype-com-3567 461 9 teams team NNS www-sonatype-com-3567 461 10 faster fast RBR www-sonatype-com-3567 461 11 and and CC www-sonatype-com-3567 461 12 their -PRON- PRP$ www-sonatype-com-3567 461 13 employees employee NNS www-sonatype-com-3567 461 14 demon- demon- NNP www-sonatype-com-3567 461 15 strated strate VBD www-sonatype-com-3567 461 16 high high JJ www-sonatype-com-3567 461 17 levels level NNS www-sonatype-com-3567 461 18 of of IN www-sonatype-com-3567 461 19 satisfaction satisfaction NN www-sonatype-com-3567 461 20 on on IN www-sonatype-com-3567 461 21 the the DT www-sonatype-com-3567 461 22 job job NN www-sonatype-com-3567 461 23 . . . www-sonatype-com-3567 462 1 Our -PRON- PRP$ www-sonatype-com-3567 462 2 deep deep JJ www-sonatype-com-3567 462 3 examination examination NN www-sonatype-com-3567 462 4 of of IN www-sonatype-com-3567 462 5 consumption consumption NN www-sonatype-com-3567 462 6 patterns pattern NNS www-sonatype-com-3567 462 7 , , , www-sonatype-com-3567 462 8 development development NN www-sonatype-com-3567 462 9 practices practice NNS www-sonatype-com-3567 462 10 , , , www-sonatype-com-3567 462 11 and and CC www-sonatype-com-3567 462 12 cybersecurity cybersecurity NN www-sonatype-com-3567 462 13 hygiene hygiene NN www-sonatype-com-3567 462 14 revealed reveal VBD www-sonatype-com-3567 462 15 : : : www-sonatype-com-3567 462 16 ⊲ ⊲ CD www-sonatype-com-3567 462 17 929 929 CD www-sonatype-com-3567 462 18 next next JJ www-sonatype-com-3567 462 19 - - HYPH www-sonatype-com-3567 462 20 generation generation NN www-sonatype-com-3567 462 21 cyber cyber JJ www-sonatype-com-3567 462 22 attacks attack NNS www-sonatype-com-3567 462 23 actively actively RB www-sonatype-com-3567 462 24 target- target- VBP www-sonatype-com-3567 462 25 ing ing JJ www-sonatype-com-3567 462 26 OSS oss NN www-sonatype-com-3567 462 27 projects project NNS www-sonatype-com-3567 462 28 over over IN www-sonatype-com-3567 462 29 the the DT www-sonatype-com-3567 462 30 past past JJ www-sonatype-com-3567 462 31 year year NN www-sonatype-com-3567 462 32 ( ( -LRB- www-sonatype-com-3567 462 33 Chapter chapter NN www-sonatype-com-3567 462 34 1 1 CD www-sonatype-com-3567 462 35 ) ) -RRB- www-sonatype-com-3567 462 36 ⊲ ⊲ NFP www-sonatype-com-3567 462 37 608x 608x NNS www-sonatype-com-3567 462 38 faster fast RBR www-sonatype-com-3567 462 39 median median JJ www-sonatype-com-3567 462 40 time time NN www-sonatype-com-3567 462 41 to to TO www-sonatype-com-3567 462 42 update update VB www-sonatype-com-3567 462 43 dependencies dependency NNS www-sonatype-com-3567 462 44 and and CC www-sonatype-com-3567 462 45 2.9x 2.9x CD www-sonatype-com-3567 462 46 more more JJR www-sonatype-com-3567 462 47 frequent frequent JJ www-sonatype-com-3567 462 48 releases release NNS www-sonatype-com-3567 462 49 for for IN www-sonatype-com-3567 462 50 large large JJ www-sonatype-com-3567 462 51 exem- exem- NN www-sonatype-com-3567 462 52 plary plary JJ www-sonatype-com-3567 462 53 OSS oss NN www-sonatype-com-3567 462 54 projects project NNS www-sonatype-com-3567 462 55 compared compare VBN www-sonatype-com-3567 462 56 to to IN www-sonatype-com-3567 462 57 non non JJ www-sonatype-com-3567 462 58 - - JJ www-sonatype-com-3567 462 59 exemplar exemplar JJ www-sonatype-com-3567 462 60 clusters cluster NNS www-sonatype-com-3567 462 61 ( ( -LRB- www-sonatype-com-3567 462 62 Chapter chapter NN www-sonatype-com-3567 462 63 3 3 CD www-sonatype-com-3567 462 64 ) ) -RRB- www-sonatype-com-3567 462 65 ⊲ ⊲ CD www-sonatype-com-3567 462 66 26x 26x NNS www-sonatype-com-3567 462 67 detection detection NN www-sonatype-com-3567 462 68 and and CC www-sonatype-com-3567 462 69 remediation remediation NN www-sonatype-com-3567 462 70 of of IN www-sonatype-com-3567 462 71 open open JJ www-sonatype-com-3567 462 72 source source NN www-sonatype-com-3567 462 73 vulnerabilities vulnerability NNS www-sonatype-com-3567 462 74 by by IN www-sonatype-com-3567 462 75 high high JJ www-sonatype-com-3567 462 76 performance performance NN www-sonatype-com-3567 462 77 teams team NNS www-sonatype-com-3567 462 78 ( ( -LRB- www-sonatype-com-3567 462 79 Chapter chapter NN www-sonatype-com-3567 462 80 4 4 CD www-sonatype-com-3567 462 81 ) ) -RRB- www-sonatype-com-3567 462 82 ⊲ ⊲ CD www-sonatype-com-3567 462 83 11 11 CD www-sonatype-com-3567 462 84 % % NN www-sonatype-com-3567 462 85 of of IN www-sonatype-com-3567 462 86 OSS OSS NNP www-sonatype-com-3567 462 87 components component NNS www-sonatype-com-3567 462 88 used use VBN www-sonatype-com-3567 462 89 in in IN www-sonatype-com-3567 462 90 applications application NNS www-sonatype-com-3567 462 91 had have VBD www-sonatype-com-3567 462 92 at at RB www-sonatype-com-3567 462 93 least least RBS www-sonatype-com-3567 462 94 one one CD www-sonatype-com-3567 462 95 known know VBN www-sonatype-com-3567 462 96 security security NN www-sonatype-com-3567 462 97 vulnerability vulnerability NN www-sonatype-com-3567 462 98 ( ( -LRB- www-sonatype-com-3567 462 99 Chapter chapter NN www-sonatype-com-3567 462 100 5 5 CD www-sonatype-com-3567 462 101 ) ) -RRB- www-sonatype-com-3567 462 102 ⊲ ⊲ CD www-sonatype-com-3567 462 103 21 21 CD www-sonatype-com-3567 462 104 % % NN www-sonatype-com-3567 462 105 of of IN www-sonatype-com-3567 462 106 development development NN www-sonatype-com-3567 462 107 teams team NNS www-sonatype-com-3567 462 108 experienced experience VBD www-sonatype-com-3567 462 109 an an DT www-sonatype-com-3567 462 110 open open JJ www-sonatype-com-3567 462 111 source source NN www-sonatype-com-3567 462 112 related relate VBN www-sonatype-com-3567 462 113 breach breach NN www-sonatype-com-3567 462 114 in in IN www-sonatype-com-3567 462 115 the the DT www-sonatype-com-3567 462 116 past past JJ www-sonatype-com-3567 462 117 12 12 CD www-sonatype-com-3567 462 118 months month NNS www-sonatype-com-3567 462 119 ( ( -LRB- www-sonatype-com-3567 462 120 Chapter chapter NN www-sonatype-com-3567 462 121 5 5 CD www-sonatype-com-3567 462 122 ) ) -RRB- www-sonatype-com-3567 462 123 It -PRON- PRP www-sonatype-com-3567 462 124 is be VBZ www-sonatype-com-3567 462 125 encouraging encouraging JJ www-sonatype-com-3567 462 126 to to TO www-sonatype-com-3567 462 127 see see VB www-sonatype-com-3567 462 128 exemplary exemplary NNP www-sonatype-com-3567 462 129 OSS oss NN www-sonatype-com-3567 462 130 projects project NNS www-sonatype-com-3567 462 131 and and CC www-sonatype-com-3567 462 132 innovative innovative JJ www-sonatype-com-3567 462 133 enterprise enterprise NN www-sonatype-com-3567 462 134 development development NN www-sonatype-com-3567 462 135 teams team NNS www-sonatype-com-3567 462 136 are be VBP www-sonatype-com-3567 462 137 delivering deliver VBG www-sonatype-com-3567 462 138 high high JJ www-sonatype-com-3567 462 139 quality quality NN www-sonatype-com-3567 462 140 , , , www-sonatype-com-3567 462 141 security security NN www-sonatype-com-3567 462 142 software software NN 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www-sonatype-com-3567 463 19 for for IN www-sonatype-com-3567 463 20 and and CC www-sonatype-com-3567 463 21 achieve achieve VB www-sonatype-com-3567 463 22 . . . www-sonatype-com-3567 464 1 Thank thank VBP www-sonatype-com-3567 464 2 you -PRON- PRP www-sonatype-com-3567 464 3 for for IN www-sonatype-com-3567 464 4 reading read VBG www-sonatype-com-3567 464 5 this this DT www-sonatype-com-3567 464 6 year year NN www-sonatype-com-3567 464 7 ’s ’s POS www-sonatype-com-3567 464 8 report report NN www-sonatype-com-3567 464 9 . . . www-sonatype-com-3567 465 1 Please please UH www-sonatype-com-3567 465 2 share share VB www-sonatype-com-3567 465 3 it -PRON- PRP www-sonatype-com-3567 465 4 with with IN www-sonatype-com-3567 465 5 others other NNS www-sonatype-com-3567 465 6 who who WP www-sonatype-com-3567 465 7 you -PRON- PRP www-sonatype-com-3567 465 8 feel feel VBP www-sonatype-com-3567 465 9 might may MD www-sonatype-com-3567 465 10 benefit benefit VB www-sonatype-com-3567 465 11 from from IN www-sonatype-com-3567 465 12 its -PRON- PRP$ www-sonatype-com-3567 465 13 data datum NNS www-sonatype-com-3567 465 14 , , , www-sonatype-com-3567 465 15 perspectives perspective NNS www-sonatype-com-3567 465 16 , , , www-sonatype-com-3567 465 17 and and CC www-sonatype-com-3567 465 18 insight insight NN www-sonatype-com-3567 465 19 . . . www-sonatype-com-3567 466 1 We -PRON- PRP www-sonatype-com-3567 466 2 welcome welcome VBP www-sonatype-com-3567 466 3 any any DT www-sonatype-com-3567 466 4 feedback feedback NN www-sonatype-com-3567 466 5 that that WDT www-sonatype-com-3567 466 6 would would MD www-sonatype-com-3567 466 7 help help VB www-sonatype-com-3567 466 8 us -PRON- PRP www-sonatype-com-3567 466 9 improve improve VB www-sonatype-com-3567 466 10 our -PRON- PRP$ www-sonatype-com-3567 466 11 future future JJ www-sonatype-com-3567 466 12 reports report NNS www-sonatype-com-3567 466 13 . . . www-sonatype-com-3567 467 1 402020 402020 CD www-sonatype-com-3567 467 2 STATE STATE NNP 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https://securityintelligence.com/posts/x-force-threat-intelligence-index-reveals-top-cybersecurity-risks-of-2020/ NNP www-sonatype-com-3567 479 254 https://securityintelligence.com/posts/x-force-threat-intelligence-index-reveals-top-cybersecurity-risks-of-2020/ https://securityintelligence.com/posts/x-force-threat-intelligence-index-reveals-top-cybersecurity-risks-of-2020/ JJ www-sonatype-com-3567 479 255 https://github.com/sethvargo/chef-sugar https://github.com/sethvargo/chef-sugar NN www-sonatype-com-3567 479 256 https://github.com/sethvargo/chef-sugar https://github.com/sethvargo/chef-sugar NN www-sonatype-com-3567 479 257 https://devclass.com/2020/01/20/rust-framework-dev-says-im-done-with-open-source-has-second-thoughts https://devclass.com/2020/01/20/rust-framework-dev-says-im-done-with-open-source-has-second-thoughts NNP www-sonatype-com-3567 479 258 https://devclass.com/2020/01/20/rust-framework-dev-says-im-done-with-open-source-has-second-thoughts 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https://www.congress.gov/116/bills/s2316/BILLS-116s2316is.pdf NNP www-sonatype-com-3567 479 269 https://github.com/oasis-tcs/openc2-usecases/blob/master/Cybercom-Plugfest/uc-A-comply-to-connect.md https://github.com/oasis-tcs/openc2-usecases/blob/master/Cybercom-Plugfest/uc-A-comply-to-connect.md NNP www-sonatype-com-3567 479 270 https://github.com/oasis-tcs/openc2-usecases/blob/master/Cybercom-Plugfest/uc-A-comply-to-connect.md https://github.com/oasis-tcs/openc2-usecases/blob/master/Cybercom-Plugfest/uc-A-comply-to-connect.md NNP www-sonatype-com-3567 479 271 https://github.com/oasis-tcs/openc2-usecases/blob/master/Cybercom-Plugfest/uc-A-comply-to-connect.md https://github.com/oasis-tcs/openc2-usecases/blob/master/Cybercom-Plugfest/uc-A-comply-to-connect.md NNP www-sonatype-com-3567 479 272 https://github.com/oasis-tcs/openc2-usecases/blob/master/Cybercom-Plugfest/uc-A-comply-to-connect.md 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https://csrc.nist.gov/publications/detail/white-paper/2020/04/23/mitigating-risk-of-software-vulnerabilities-with-ssdf/final https://csrc.nist.gov/publications/detail/white-paper/2020/04/23/mitigating-risk-of-software-vulnerabilities-with-ssdf/final JJ www-sonatype-com-3567 479 279 https://csrc.nist.gov/publications/detail/white-paper/2020/04/23/mitigating-risk-of-software-vulnerabilities-with-ssdf/final https://csrc.nist.gov/publications/detail/white-paper/2020/04/23/mitigating-risk-of-software-vulnerabilities-with-ssdf/final JJ www-sonatype-com-3567 479 280 https://csrc.nist.gov/publications/detail/white-paper/2020/04/23/mitigating-risk-of-software-vulnerabilities-with-ssdf/final https://csrc.nist.gov/publications/detail/white-paper/2020/04/23/mitigating-risk-of-software-vulnerabilities-with-ssdf/final JJ www-sonatype-com-3567 479 281 https://csrc.nist.gov/publications/detail/white-paper/2020/04/23/mitigating-risk-of-software-vulnerabilities-with-ssdf/final https://csrc.nist.gov/publications/detail/white-paper/2020/04/23/mitigating-risk-of-software-vulnerabilities-with-ssdf/final NNP www-sonatype-com-3567 479 282 https://csrc.nist.gov/publications/detail/white-paper/2020/04/23/mitigating-risk-of-software-vulnerabilities-with-ssdf/final https://csrc.nist.gov/publications/detail/white-paper/2020/04/23/mitigating-risk-of-software-vulnerabilities-with-ssdf/final NNP www-sonatype-com-3567 479 283 https://nvlpubs.nist.gov/nistpubs/CSWP/NIST.CSWP.04232020.pdf https://nvlpubs.nist.gov/nistpubs/CSWP/NIST.CSWP.04232020.pdf NNP www-sonatype-com-3567 479 284 https://nvlpubs.nist.gov/nistpubs/CSWP/NIST.CSWP.04232020.pdf https://nvlpubs.nist.gov/nistpubs/CSWP/NIST.CSWP.04232020.pdf NNP www-sonatype-com-3567 479 285 https://nvlpubs.nist.gov/nistpubs/CSWP/NIST.CSWP.04232020.pdf https://nvlpubs.nist.gov/nistpubs/CSWP/NIST.CSWP.04232020.pdf NNP www-sonatype-com-3567 479 286 https://www.ncsc.gov.uk/collection/developers-collection/principles/produce-clean-maintainable-code https://www.ncsc.gov.uk/collection/developers-collection/principles/produce-clean-maintainable-code NNP www-sonatype-com-3567 479 287 https://www.ncsc.gov.uk/collection/developers-collection/principles/produce-clean-maintainable-code https://www.ncsc.gov.uk/collection/developers-collection/principles/produce-clean-maintainable-code NNP www-sonatype-com-3567 479 288 https://www.ncsc.gov.uk/collection/developers-collection/principles/produce-clean-maintainable-code https://www.ncsc.gov.uk/collection/developers-collection/principles/produce-clean-maintainable-code NN www-sonatype-com-3567 479 289 https://www.ncsc.gov.uk/collection/developers-collection/principles/produce-clean-maintainable-code https://www.ncsc.gov.uk/collection/developers-collection/principles/produce-clean-maintainable-code NN www-sonatype-com-3567 479 290 https://www.ncsc.gov.uk/collection/developers-collection/principles/produce-clean-maintainable-code https://www.ncsc.gov.uk/collection/developers-collection/principles/produce-clean-maintainable-code NN www-sonatype-com-3567 479 291 https://www.ncsc.gov.uk/collection/developers-collection/principles/produce-clean-maintainable-code https://www.ncsc.gov.uk/collection/developers-collection/principles/produce-clean-maintainable-code NN www-sonatype-com-3567 479 292 https://www.ncsc.gov.uk/collection/developers-collection/principles/produce-clean-maintainable-code https://www.ncsc.gov.uk/collection/developers-collection/principles/produce-clean-maintainable-code NNP www-sonatype-com-3567 479 293 https://www.ncsc.gov.uk/collection/developers-collection/principles/produce-clean-maintainable-code https://www.ncsc.gov.uk/collection/developers-collection/principles/produce-clean-maintainable-code NNP www-sonatype-com-3567 479 294 https://www.cyber.gov.au/acsc/view-all-content/publications/essential-eight-maturity-model https://www.cyber.gov.au/acsc/view-all-content/publications/essential-eight-maturity-model JJ www-sonatype-com-3567 479 295 https://www.cyber.gov.au/acsc/view-all-content/publications/essential-eight-maturity-model https://www.cyber.gov.au/acsc/view-all-content/publications/essential-eight-maturity-model NNP www-sonatype-com-3567 479 296 https://www.cyber.gov.au/acsc/view-all-content/publications/essential-eight-maturity-model https://www.cyber.gov.au/acsc/view-all-content/publications/essential-eight-maturity-model NNP www-sonatype-com-3567 479 297 Appendix Appendix NNP www-sonatype-com-3567 479 298 A a DT www-sonatype-com-3567 479 299 Acknowledgments Acknowledgments NNPS www-sonatype-com-3567 479 300 Each each DT www-sonatype-com-3567 479 301 year year NN www-sonatype-com-3567 479 302 , , , www-sonatype-com-3567 479 303 producing produce VBG www-sonatype-com-3567 479 304 the the DT www-sonatype-com-3567 479 305 State State NNP www-sonatype-com-3567 479 306 of of IN www-sonatype-com-3567 479 307 the the DT www-sonatype-com-3567 479 308 Software Software NNP www-sonatype-com-3567 479 309 Supply Supply NNP www-sonatype-com-3567 479 310 Chain Chain NNP www-sonatype-com-3567 479 311 report report NN www-sonatype-com-3567 479 312 is be VBZ www-sonatype-com-3567 479 313 labor labor NN www-sonatype-com-3567 479 314 of of IN www-sonatype-com-3567 479 315 love love NN www-sonatype-com-3567 479 316 . . . www-sonatype-com-3567 480 1 It -PRON- PRP www-sonatype-com-3567 480 2 is be VBZ www-sonatype-com-3567 480 3 produced produce VBN www-sonatype-com-3567 480 4 to to TO www-sonatype-com-3567 480 5 shed shed VB www-sonatype-com-3567 480 6 light light NN www-sonatype-com-3567 480 7 on on IN www-sonatype-com-3567 480 8 the the DT www-sonatype-com-3567 480 9 patterns pattern NNS www-sonatype-com-3567 480 10 and and CC www-sonatype-com-3567 480 11 practices practice NNS www-sonatype-com-3567 480 12 associated associate VBN www-sonatype-com-3567 480 13 with with IN www-sonatype-com-3567 480 14 open open JJ www-sonatype-com-3567 480 15 source source NN www-sonatype-com-3567 480 16 software software NN www-sonatype-com-3567 480 17 development development NN www-sonatype-com-3567 480 18 . . . www-sonatype-com-3567 481 1 We -PRON- PRP www-sonatype-com-3567 481 2 began begin VBD www-sonatype-com-3567 481 3 collecting collect VBG www-sonatype-com-3567 481 4 data datum NNS www-sonatype-com-3567 481 5 for for IN www-sonatype-com-3567 481 6 our -PRON- PRP$ www-sonatype-com-3567 481 7 2020 2020 CD www-sonatype-com-3567 481 8 report report NN www-sonatype-com-3567 481 9 from from IN www-sonatype-com-3567 481 10 the the DT www-sonatype-com-3567 481 11 moment moment NN www-sonatype-com-3567 481 12 our -PRON- PRP$ www-sonatype-com-3567 481 13 2019 2019 CD www-sonatype-com-3567 481 14 report report NN www-sonatype-com-3567 481 15 was be VBD www-sonatype-com-3567 481 16 published publish VBN www-sonatype-com-3567 481 17 . . . www-sonatype-com-3567 482 1 The the DT www-sonatype-com-3567 482 2 report report NN www-sonatype-com-3567 482 3 is be VBZ www-sonatype-com-3567 482 4 made make VBN www-sonatype-com-3567 482 5 possible possible JJ www-sonatype-com-3567 482 6 thanks thank NNS www-sonatype-com-3567 482 7 to to IN www-sonatype-com-3567 482 8 a a DT www-sonatype-com-3567 482 9 tremendous tremendous JJ www-sonatype-com-3567 482 10 effort effort NN www-sonatype-com-3567 482 11 put put VBN www-sonatype-com-3567 482 12 forth forth RP www-sonatype-com-3567 482 13 by by IN www-sonatype-com-3567 482 14 many many JJ www-sonatype-com-3567 482 15 team team NN www-sonatype-com-3567 482 16 members member NNS www-sonatype-com-3567 482 17 at at IN www-sonatype-com-3567 482 18 Sonatype Sonatype NNP www-sonatype-com-3567 482 19 , , , www-sonatype-com-3567 482 20 including include VBG www-sonatype-com-3567 482 21 : : : www-sonatype-com-3567 482 22 Derek Derek NNP www-sonatype-com-3567 482 23 Weeks Weeks NNP www-sonatype-com-3567 482 24 , , , www-sonatype-com-3567 482 25 Matt Matt NNP www-sonatype-com-3567 482 26 Howard Howard NNP www-sonatype-com-3567 482 27 , , , www-sonatype-com-3567 482 28 Joel Joel NNP www-sonatype-com-3567 482 29 Orlina Orlina NNP www-sonatype-com-3567 482 30 , , , www-sonatype-com-3567 482 31 Bruce Bruce NNP www-sonatype-com-3567 482 32 Mayhew Mayhew NNP www-sonatype-com-3567 482 33 , , , www-sonatype-com-3567 482 34 Gazi Gazi NNP www-sonatype-com-3567 482 35 Mahmud Mahmud NNP www-sonatype-com-3567 482 36 , , , www-sonatype-com-3567 482 37 Dariush Dariush NNP www-sonatype-com-3567 482 38 Griffin Griffin NNP www-sonatype-com-3567 482 39 , , , www-sonatype-com-3567 482 40 Brian Brian NNP www-sonatype-com-3567 482 41 Fox Fox NNP www-sonatype-com-3567 482 42 , , , www-sonatype-com-3567 482 43 AJ AJ NNP www-sonatype-com-3567 482 44 Brown Brown NNP www-sonatype-com-3567 482 45 , , , www-sonatype-com-3567 482 46 Ember Ember NNP www-sonatype-com-3567 482 47 DeBoer DeBoer NNP www-sonatype-com-3567 482 48 , , , www-sonatype-com-3567 482 49 Mike Mike NNP www-sonatype-com-3567 482 50 Donovan Donovan NNP www-sonatype-com-3567 482 51 , , , www-sonatype-com-3567 482 52 Cameron Cameron NNP www-sonatype-com-3567 482 53 Townsend Townsend NNP www-sonatype-com-3567 482 54 , , , www-sonatype-com-3567 482 55 Ilkka Ilkka NNP www-sonatype-com-3567 482 56 Turunen Turunen NNP www-sonatype-com-3567 482 57 , , , www-sonatype-com-3567 482 58 Alexis Alexis NNP www-sonatype-com-3567 482 59 Del Del NNP www-sonatype-com-3567 482 60 Duke Duke NNP www-sonatype-com-3567 482 61 , , , www-sonatype-com-3567 482 62 Elissa Elissa NNP www-sonatype-com-3567 482 63 Walters Walters NNP www-sonatype-com-3567 482 64 , , , www-sonatype-com-3567 482 65 Adam Adam NNP www-sonatype-com-3567 482 66 Cazzolla Cazzolla NNP www-sonatype-com-3567 482 67 , , , www-sonatype-com-3567 482 68 Keith Keith NNP www-sonatype-com-3567 482 69 Sprochi Sprochi NNP www-sonatype-com-3567 482 70 , , , www-sonatype-com-3567 482 71 and and CC www-sonatype-com-3567 482 72 Neil Neil NNP www-sonatype-com-3567 482 73 Donewar Donewar NNP www-sonatype-com-3567 482 74 . . . www-sonatype-com-3567 483 1 We -PRON- PRP www-sonatype-com-3567 483 2 would would MD www-sonatype-com-3567 483 3 also also RB www-sonatype-com-3567 483 4 like like VB www-sonatype-com-3567 483 5 to to TO www-sonatype-com-3567 483 6 offer offer VB www-sonatype-com-3567 483 7 thanks thank NNS www-sonatype-com-3567 483 8 for for IN www-sonatype-com-3567 483 9 contributions contribution NNS www-sonatype-com-3567 483 10 big big JJ www-sonatype-com-3567 483 11 and and CC www-sonatype-com-3567 483 12 small small JJ www-sonatype-com-3567 483 13 from from IN www-sonatype-com-3567 483 14 : : : www-sonatype-com-3567 483 15 Hasan Hasan NNP www-sonatype-com-3567 483 16 Yasar Yasar NNP www-sonatype-com-3567 483 17 ( ( -LRB- www-sonatype-com-3567 483 18 Carnegie Carnegie NNP www-sonatype-com-3567 483 19 Mellon Mellon NNP www-sonatype-com-3567 483 20 University University NNP www-sonatype-com-3567 483 21 Software Software NNP www-sonatype-com-3567 483 22 Engineering Engineering NNP www-sonatype-com-3567 483 23 Institute Institute NNP www-sonatype-com-3567 483 24 ) ) -RRB- www-sonatype-com-3567 483 25 , , , www-sonatype-com-3567 483 26 DJ DJ NNP www-sonatype-com-3567 483 27 Schleen Schleen NNP www-sonatype-com-3567 483 28 ( ( -LRB- www-sonatype-com-3567 483 29 Rally Rally NNP www-sonatype-com-3567 483 30 Health Health NNP www-sonatype-com-3567 483 31 ) ) -RRB- www-sonatype-com-3567 483 32 , , , www-sonatype-com-3567 483 33 and and CC www-sonatype-com-3567 483 34 others other NNS www-sonatype-com-3567 483 35 across across IN www-sonatype-com-3567 483 36 the the DT www-sonatype-com-3567 483 37 DevOps DevOps NNP www-sonatype-com-3567 483 38 and and CC www-sonatype-com-3567 483 39 open open JJ www-sonatype-com-3567 483 40 source source NN www-sonatype-com-3567 483 41 development development NN www-sonatype-com-3567 483 42 community community NN www-sonatype-com-3567 483 43 . . . www-sonatype-com-3567 484 1 A a DT www-sonatype-com-3567 484 2 very very RB www-sonatype-com-3567 484 3 special special JJ www-sonatype-com-3567 484 4 thanks thank NNS www-sonatype-com-3567 484 5 goes go VBZ www-sonatype-com-3567 484 6 out out RP www-sonatype-com-3567 484 7 to to IN www-sonatype-com-3567 484 8 Melissa Melissa NNP www-sonatype-com-3567 484 9 Schmidt Schmidt NNP www-sonatype-com-3567 484 10 who who WP www-sonatype-com-3567 484 11 created create VBD www-sonatype-com-3567 484 12 the the DT www-sonatype-com-3567 484 13 incredible incredible JJ www-sonatype-com-3567 484 14 design design NN www-sonatype-com-3567 484 15 for for IN www-sonatype-com-3567 484 16 this this DT www-sonatype-com-3567 484 17 year year NN www-sonatype-com-3567 484 18 ’s ’s POS www-sonatype-com-3567 484 19 report report NN www-sonatype-com-3567 484 20 . . . www-sonatype-com-3567 485 1 Finally finally RB www-sonatype-com-3567 485 2 , , , www-sonatype-com-3567 485 3 we -PRON- PRP www-sonatype-com-3567 485 4 could could MD www-sonatype-com-3567 485 5 not not RB www-sonatype-com-3567 485 6 have have VB www-sonatype-com-3567 485 7 produced produce VBN www-sonatype-com-3567 485 8 this this DT www-sonatype-com-3567 485 9 report report NN www-sonatype-com-3567 485 10 without without IN www-sonatype-com-3567 485 11 the the DT www-sonatype-com-3567 485 12 amazing amazing JJ www-sonatype-com-3567 485 13 contributions contribution NNS www-sonatype-com-3567 485 14 and and CC www-sonatype-com-3567 485 15 countless countless JJ www-sonatype-com-3567 485 16 hours hour NNS www-sonatype-com-3567 485 17 of of IN www-sonatype-com-3567 485 18 deep deep JJ www-sonatype-com-3567 485 19 analysis analysis NN www-sonatype-com-3567 485 20 from from IN www-sonatype-com-3567 485 21 our -PRON- PRP$ www-sonatype-com-3567 485 22 research research NN www-sonatype-com-3567 485 23 partners partner NNS www-sonatype-com-3567 485 24 Gene Gene NNP www-sonatype-com-3567 485 25 Kim Kim NNP www-sonatype-com-3567 485 26 from from IN www-sonatype-com-3567 485 27 IT IT NNP www-sonatype-com-3567 485 28 Revolution Revolution NNP www-sonatype-com-3567 485 29 and and CC www-sonatype-com-3567 485 30 Dr. Dr. NNP www-sonatype-com-3567 485 31 Stephen Stephen NNP www-sonatype-com-3567 485 32 Magill Magill NNP www-sonatype-com-3567 485 33 , , , www-sonatype-com-3567 485 34 CEO CEO NNP www-sonatype-com-3567 485 35 of of IN www-sonatype-com-3567 485 36 MuseDev MuseDev NNP www-sonatype-com-3567 485 37 . . . www-sonatype-com-3567 486 1 422020 422020 CD www-sonatype-com-3567 486 2 STATE STATE NNP www-sonatype-com-3567 486 3 OF of IN www-sonatype-com-3567 486 4 THE the DT www-sonatype-com-3567 486 5 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 486 6 SUPPLY supply NN www-sonatype-com-3567 486 7 CHAIN CHAIN NNP www-sonatype-com-3567 486 8 REPORT REPORT NNP www-sonatype-com-3567 486 9 Appendix Appendix NNP www-sonatype-com-3567 486 10 B B NNP www-sonatype-com-3567 486 11 About about IN www-sonatype-com-3567 486 12 the the DT www-sonatype-com-3567 486 13 Analysis analysis NN www-sonatype-com-3567 486 14 The the DT www-sonatype-com-3567 486 15 authors author NNS www-sonatype-com-3567 486 16 have have VBP www-sonatype-com-3567 486 17 taken take VBN www-sonatype-com-3567 486 18 great great JJ www-sonatype-com-3567 486 19 care care NN www-sonatype-com-3567 486 20 to to TO www-sonatype-com-3567 486 21 present present VB www-sonatype-com-3567 486 22 statistically statistically RB www-sonatype-com-3567 486 23 significant significant JJ www-sonatype-com-3567 486 24 sample sample NN www-sonatype-com-3567 486 25 sizes size NNS www-sonatype-com-3567 486 26 with with IN www-sonatype-com-3567 486 27 regard regard NN www-sonatype-com-3567 486 28 to to TO www-sonatype-com-3567 486 29 component component VB www-sonatype-com-3567 486 30 versions version NNS www-sonatype-com-3567 486 31 , , , www-sonatype-com-3567 486 32 downloads download NNS www-sonatype-com-3567 486 33 , , , www-sonatype-com-3567 486 34 vulnerability vulnerability NN www-sonatype-com-3567 486 35 counts count NNS www-sonatype-com-3567 486 36 , , , www-sonatype-com-3567 486 37 and and CC www-sonatype-com-3567 486 38 other other JJ www-sonatype-com-3567 486 39 data datum NNS www-sonatype-com-3567 486 40 surfaced surface VBN www-sonatype-com-3567 486 41 in in IN www-sonatype-com-3567 486 42 this this DT www-sonatype-com-3567 486 43 year year NN www-sonatype-com-3567 486 44 ’s ’s POS www-sonatype-com-3567 486 45 report report NN www-sonatype-com-3567 486 46 . . . www-sonatype-com-3567 487 1 While while IN www-sonatype-com-3567 487 2 Sonatype Sonatype NNP www-sonatype-com-3567 487 3 has have VBZ www-sonatype-com-3567 487 4 direct direct JJ www-sonatype-com-3567 487 5 access access NN www-sonatype-com-3567 487 6 to to IN www-sonatype-com-3567 487 7 primary primary JJ www-sonatype-com-3567 487 8 data datum NNS www-sonatype-com-3567 487 9 for for IN www-sonatype-com-3567 487 10 Java Java NNP www-sonatype-com-3567 487 11 , , , www-sonatype-com-3567 487 12 JavaScript JavaScript NNP www-sonatype-com-3567 487 13 , , , www-sonatype-com-3567 487 14 Python Python NNP www-sonatype-com-3567 487 15 , , , www-sonatype-com-3567 487 16 .NET .NET NNP www-sonatype-com-3567 487 17 and and CC www-sonatype-com-3567 487 18 other other JJ www-sonatype-com-3567 487 19 component component NN www-sonatype-com-3567 487 20 formats format NNS www-sonatype-com-3567 487 21 , , , www-sonatype-com-3567 487 22 we -PRON- PRP www-sonatype-com-3567 487 23 also also RB www-sonatype-com-3567 487 24 reference reference VBP www-sonatype-com-3567 487 25 third third JJ www-sonatype-com-3567 487 26 - - HYPH www-sonatype-com-3567 487 27 party party NN www-sonatype-com-3567 487 28 data datum NNS www-sonatype-com-3567 487 29 sources source NNS www-sonatype-com-3567 487 30 as as IN www-sonatype-com-3567 487 31 documented document VBN www-sonatype-com-3567 487 32 . . . www-sonatype-com-3567 488 1 Design design NN www-sonatype-com-3567 488 2 of of IN www-sonatype-com-3567 488 3 the the DT www-sonatype-com-3567 488 4 Survey Survey NNP www-sonatype-com-3567 488 5 Questions Questions NNPS www-sonatype-com-3567 488 6 Used use VBD www-sonatype-com-3567 488 7 to to TO www-sonatype-com-3567 488 8 Analyze analyze VB www-sonatype-com-3567 488 9 Open open JJ www-sonatype-com-3567 488 10 Source source NN www-sonatype-com-3567 488 11 Component component NN www-sonatype-com-3567 488 12 Use Use NNP www-sonatype-com-3567 488 13 in in IN www-sonatype-com-3567 488 14 Enterprises Enterprises NNP www-sonatype-com-3567 488 15 Questions Questions NNPS www-sonatype-com-3567 488 16 were be VBD www-sonatype-com-3567 488 17 designed design VBN www-sonatype-com-3567 488 18 to to TO www-sonatype-com-3567 488 19 enable enable VB www-sonatype-com-3567 488 20 quantitative quantitative JJ www-sonatype-com-3567 488 21 analysis analysis NN www-sonatype-com-3567 488 22 . . . www-sonatype-com-3567 489 1 Most Most JJS www-sonatype-com-3567 489 2 questions question NNS www-sonatype-com-3567 489 3 were be VBD www-sonatype-com-3567 489 4 built build VBN www-sonatype-com-3567 489 5 on on IN www-sonatype-com-3567 489 6 a a DT www-sonatype-com-3567 489 7 7-point 7-point CD www-sonatype-com-3567 489 8 Likert Likert NNP www-sonatype-com-3567 489 9 scale scale NN www-sonatype-com-3567 489 10 measuring measure VBG www-sonatype-com-3567 489 11 extent extent NN www-sonatype-com-3567 489 12 of of IN www-sonatype-com-3567 489 13 agreement agreement NN www-sonatype-com-3567 489 14 ( ( -LRB- www-sonatype-com-3567 489 15 “ " `` www-sonatype-com-3567 489 16 strongly strongly RB www-sonatype-com-3567 489 17 agree agree VBP www-sonatype-com-3567 489 18 ” " '' www-sonatype-com-3567 489 19 to to TO www-sonatype-com-3567 489 20 “ " `` www-sonatype-com-3567 489 21 strongly strongly RB www-sonatype-com-3567 489 22 disagree disagree VB www-sonatype-com-3567 489 23 ” " '' www-sonatype-com-3567 489 24 ) ) -RRB- www-sonatype-com-3567 489 25 or or CC www-sonatype-com-3567 489 26 time time NN www-sonatype-com-3567 489 27 scales scale NNS www-sonatype-com-3567 489 28 ( ( -LRB- www-sonatype-com-3567 489 29 e.g. e.g. RB www-sonatype-com-3567 490 1 “ " `` www-sonatype-com-3567 490 2 How how WRB www-sonatype-com-3567 490 3 frequently frequently RB www-sonatype-com-3567 490 4 do do VBP www-sonatype-com-3567 490 5 you -PRON- PRP www-sonatype-com-3567 490 6 deploy deploy VB www-sonatype-com-3567 490 7 to to IN www-sonatype-com-3567 490 8 production production NN www-sonatype-com-3567 490 9 ? ? . www-sonatype-com-3567 490 10 ” " '' www-sonatype-com-3567 490 11 with with IN www-sonatype-com-3567 490 12 options option NNS www-sonatype-com-3567 490 13 such such JJ www-sonatype-com-3567 490 14 as as IN www-sonatype-com-3567 490 15 “ " `` www-sonatype-com-3567 490 16 with with IN www-sonatype-com-3567 490 17 every every DT www-sonatype-com-3567 490 18 change change NN www-sonatype-com-3567 490 19 , , , www-sonatype-com-3567 490 20 ” " '' www-sonatype-com-3567 490 21 “ " `` www-sonatype-com-3567 490 22 multiple multiple JJ www-sonatype-com-3567 490 23 times time NNS www-sonatype-com-3567 490 24 per per IN www-sonatype-com-3567 490 25 day day NN www-sonatype-com-3567 490 26 , , , www-sonatype-com-3567 490 27 ” " '' www-sonatype-com-3567 490 28 “ " `` www-sonatype-com-3567 490 29 multiple multiple JJ www-sonatype-com-3567 490 30 times time NNS www-sonatype-com-3567 490 31 per per IN www-sonatype-com-3567 490 32 week week NN www-sonatype-com-3567 490 33 , , , www-sonatype-com-3567 490 34 ” " '' www-sonatype-com-3567 490 35 “ " `` www-sonatype-com-3567 490 36 once once RB www-sonatype-com-3567 490 37 per per IN www-sonatype-com-3567 490 38 week week NN www-sonatype-com-3567 490 39 , , , www-sonatype-com-3567 490 40 ” " '' www-sonatype-com-3567 490 41 etc etc FW www-sonatype-com-3567 490 42 . . . www-sonatype-com-3567 490 43 ) ) -RRB- www-sonatype-com-3567 490 44 . . . www-sonatype-com-3567 491 1 Where where WRB www-sonatype-com-3567 491 2 there there EX www-sonatype-com-3567 491 3 were be VBD www-sonatype-com-3567 491 4 multiple multiple JJ www-sonatype-com-3567 491 5 ways way NNS www-sonatype-com-3567 491 6 to to TO www-sonatype-com-3567 491 7 ask ask VB www-sonatype-com-3567 491 8 about about IN www-sonatype-com-3567 491 9 a a DT www-sonatype-com-3567 491 10 particular particular JJ www-sonatype-com-3567 491 11 attribute attribute NN www-sonatype-com-3567 491 12 ( ( -LRB- www-sonatype-com-3567 491 13 e.g. e.g. RB www-sonatype-com-3567 492 1 “ " `` www-sonatype-com-3567 492 2 Job Job NNP www-sonatype-com-3567 492 3 Satisfaction Satisfaction NNP www-sonatype-com-3567 492 4 ” " '' www-sonatype-com-3567 492 5 ) ) -RRB- www-sonatype-com-3567 492 6 , , , www-sonatype-com-3567 492 7 multiple multiple JJ www-sonatype-com-3567 492 8 questions question NNS www-sonatype-com-3567 492 9 were be VBD www-sonatype-com-3567 492 10 included include VBN www-sonatype-com-3567 492 11 and and CC www-sonatype-com-3567 492 12 combined combine VBN www-sonatype-com-3567 492 13 into into IN www-sonatype-com-3567 492 14 a a DT www-sonatype-com-3567 492 15 single single JJ www-sonatype-com-3567 492 16 dimension dimension NN www-sonatype-com-3567 492 17 for for IN www-sonatype-com-3567 492 18 analysis analysis NN www-sonatype-com-3567 492 19 ( ( -LRB- www-sonatype-com-3567 492 20 e.g. e.g. RB www-sonatype-com-3567 493 1 “ " `` www-sonatype-com-3567 493 2 I -PRON- PRP www-sonatype-com-3567 493 3 am be VBP www-sonatype-com-3567 493 4 satis- satis- NN www-sonatype-com-3567 493 5 fied fie VBN www-sonatype-com-3567 493 6 with with IN www-sonatype-com-3567 493 7 my -PRON- PRP$ www-sonatype-com-3567 493 8 job job NN www-sonatype-com-3567 493 9 , , , www-sonatype-com-3567 493 10 ” " '' www-sonatype-com-3567 493 11 “ " `` www-sonatype-com-3567 493 12 I -PRON- PRP www-sonatype-com-3567 493 13 would would MD www-sonatype-com-3567 493 14 recommend recommend VB www-sonatype-com-3567 493 15 this this DT www-sonatype-com-3567 493 16 organization organization NN www-sonatype-com-3567 493 17 as as IN www-sonatype-com-3567 493 18 a a DT www-sonatype-com-3567 493 19 good good JJ www-sonatype-com-3567 493 20 place place NN www-sonatype-com-3567 493 21 to to TO www-sonatype-com-3567 493 22 work work VB www-sonatype-com-3567 493 23 , , , www-sonatype-com-3567 493 24 ” " '' www-sonatype-com-3567 493 25 “ " `` www-sonatype-com-3567 493 26 I -PRON- PRP www-sonatype-com-3567 493 27 have have VBP www-sonatype-com-3567 493 28 the the DT www-sonatype-com-3567 493 29 tools tool NNS www-sonatype-com-3567 493 30 and and CC www-sonatype-com-3567 493 31 resources resource NNS www-sonatype-com-3567 493 32 I -PRON- PRP www-sonatype-com-3567 493 33 need need VBP www-sonatype-com-3567 493 34 to to TO www-sonatype-com-3567 493 35 do do VB www-sonatype-com-3567 493 36 my -PRON- PRP$ www-sonatype-com-3567 493 37 job job NN www-sonatype-com-3567 493 38 , , , www-sonatype-com-3567 493 39 ” " '' www-sonatype-com-3567 493 40 etc etc FW www-sonatype-com-3567 493 41 . . . www-sonatype-com-3567 493 42 ) ) -RRB- www-sonatype-com-3567 493 43 . . . www-sonatype-com-3567 494 1 When when WRB www-sonatype-com-3567 494 2 multiple multiple JJ www-sonatype-com-3567 494 3 questions question NNS www-sonatype-com-3567 494 4 were be VBD www-sonatype-com-3567 494 5 combined combine VBN www-sonatype-com-3567 494 6 into into IN www-sonatype-com-3567 494 7 a a DT www-sonatype-com-3567 494 8 single single JJ www-sonatype-com-3567 494 9 measure measure NN www-sonatype-com-3567 494 10 , , , www-sonatype-com-3567 494 11 we -PRON- PRP www-sonatype-com-3567 494 12 verified verify VBD www-sonatype-com-3567 494 13 that that IN www-sonatype-com-3567 494 14 the the DT www-sonatype-com-3567 494 15 question question NN www-sonatype-com-3567 494 16 responses response NNS www-sonatype-com-3567 494 17 were be VBD www-sonatype-com-3567 494 18 strongly strongly RB www-sonatype-com-3567 494 19 correlated correlate VBN www-sonatype-com-3567 494 20 and and CC www-sonatype-com-3567 494 21 used use VBN www-sonatype-com-3567 494 22 principal principal JJ www-sonatype-com-3567 494 23 components component NNS www-sonatype-com-3567 494 24 analysis analysis NN www-sonatype-com-3567 494 25 to to TO www-sonatype-com-3567 494 26 perform perform VB www-sonatype-com-3567 494 27 the the DT www-sonatype-com-3567 494 28 dimensionality dimensionality NN www-sonatype-com-3567 494 29 reduction reduction NN www-sonatype-com-3567 494 30 . . . www-sonatype-com-3567 495 1 Independent independent JJ www-sonatype-com-3567 495 2 Variables variable NNS www-sonatype-com-3567 495 3 Measured measure VBN www-sonatype-com-3567 495 4 When when WRB www-sonatype-com-3567 495 5 Analyzing analyze VBG www-sonatype-com-3567 495 6 OSS OSS NNP www-sonatype-com-3567 495 7 Component Component NNP www-sonatype-com-3567 495 8 Use Use NNP www-sonatype-com-3567 495 9 in in IN www-sonatype-com-3567 495 10 Enterprises Enterprises NNP www-sonatype-com-3567 495 11 In in IN www-sonatype-com-3567 495 12 our -PRON- PRP$ www-sonatype-com-3567 495 13 survey survey NN www-sonatype-com-3567 495 14 of of IN www-sonatype-com-3567 495 15 over over IN www-sonatype-com-3567 495 16 600 600 CD www-sonatype-com-3567 495 17 development development NN www-sonatype-com-3567 495 18 professionals professional NNS www-sonatype-com-3567 495 19 to to TO www-sonatype-com-3567 495 20 assess assess VB www-sonatype-com-3567 495 21 how how WRB www-sonatype-com-3567 495 22 practices practice NNS www-sonatype-com-3567 495 23 and and CC www-sonatype-com-3567 495 24 outcomes outcome NNS www-sonatype-com-3567 495 25 related related JJ www-sonatype-com-3567 495 26 to to IN www-sonatype-com-3567 495 27 their -PRON- PRP$ www-sonatype-com-3567 495 28 use use NN www-sonatype-com-3567 495 29 of of IN www-sonatype-com-3567 495 30 open open JJ www-sonatype-com-3567 495 31 source source NN www-sonatype-com-3567 495 32 components component NNS www-sonatype-com-3567 495 33 , , , www-sonatype-com-3567 495 34 we -PRON- PRP www-sonatype-com-3567 495 35 mea- mea- VBP www-sonatype-com-3567 495 36 sured sure VBD www-sonatype-com-3567 495 37 the the DT www-sonatype-com-3567 495 38 following follow VBG www-sonatype-com-3567 495 39 factors factor NNS www-sonatype-com-3567 495 40 to to TO www-sonatype-com-3567 495 41 test test VB www-sonatype-com-3567 495 42 their -PRON- PRP$ www-sonatype-com-3567 495 43 effects effect NNS www-sonatype-com-3567 495 44 on on IN www-sonatype-com-3567 495 45 the the DT www-sonatype-com-3567 495 46 independent independent JJ www-sonatype-com-3567 495 47 variables variable NNS www-sonatype-com-3567 495 48 described describe VBN www-sonatype-com-3567 495 49 above above RB www-sonatype-com-3567 495 50 : : : www-sonatype-com-3567 495 51 DEVELOPMENT development NN www-sonatype-com-3567 495 52 PRACTICES practice NNS www-sonatype-com-3567 495 53 Development development NN www-sonatype-com-3567 495 54 philosophy philosophy NN www-sonatype-com-3567 495 55 : : : www-sonatype-com-3567 495 56 the the DT www-sonatype-com-3567 495 57 general general JJ www-sonatype-com-3567 495 58 philosophy philosophy NN www-sonatype-com-3567 495 59 of of IN www-sonatype-com-3567 495 60 development development NN www-sonatype-com-3567 495 61 practice practice NN www-sonatype-com-3567 495 62 used use VBN www-sonatype-com-3567 495 63 by by IN www-sonatype-com-3567 495 64 your -PRON- PRP$ www-sonatype-com-3567 495 65 team team NN www-sonatype-com-3567 495 66 on on IN www-sonatype-com-3567 495 67 a a DT www-sonatype-com-3567 495 68 spectrum spectrum NN www-sonatype-com-3567 495 69 from from IN www-sonatype-com-3567 495 70 “ " `` www-sonatype-com-3567 495 71 waterfall waterfall NNP www-sonatype-com-3567 495 72 ” " '' www-sonatype-com-3567 495 73 to to TO www-sonatype-com-3567 495 74 “ " `` www-sonatype-com-3567 495 75 agile agile VB www-sonatype-com-3567 495 76 / / SYM www-sonatype-com-3567 495 77 DevOps DevOps NNP www-sonatype-com-3567 495 78 ” " '' www-sonatype-com-3567 495 79 Deployment Deployment NNP www-sonatype-com-3567 495 80 automation automation NN www-sonatype-com-3567 495 81 : : : www-sonatype-com-3567 495 82 to to IN www-sonatype-com-3567 495 83 what what WDT www-sonatype-com-3567 495 84 degree degree NN www-sonatype-com-3567 495 85 are be VBP www-sonatype-com-3567 495 86 your -PRON- PRP$ www-sonatype-com-3567 495 87 application application NN www-sonatype-com-3567 495 88 deploy- deploy- JJ www-sonatype-com-3567 495 89 ments ment NNS www-sonatype-com-3567 495 90 ( ( -LRB- www-sonatype-com-3567 495 91 and and CC www-sonatype-com-3567 495 92 configurations configuration NNS www-sonatype-com-3567 495 93 ) ) -RRB- www-sonatype-com-3567 495 94 automated automate VBD www-sonatype-com-3567 495 95 . . . www-sonatype-com-3567 496 1 BUILD BUILD NNP www-sonatype-com-3567 496 2 , , , 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www-sonatype-com-3567 498 19 work work NN www-sonatype-com-3567 498 20 ( ( -LRB- www-sonatype-com-3567 498 21 i.e. i.e. FW www-sonatype-com-3567 498 22 , , , www-sonatype-com-3567 498 23 security security NN www-sonatype-com-3567 498 24 issues issue NNS www-sonatype-com-3567 498 25 are be VBP www-sonatype-com-3567 498 26 treated treat VBN www-sonatype-com-3567 498 27 as as IN www-sonatype-com-3567 498 28 normal normal JJ www-sonatype-com-3567 498 29 defects defect NNS www-sonatype-com-3567 498 30 ) ) -RRB- www-sonatype-com-3567 498 31 . . . www-sonatype-com-3567 499 1 Static static JJ www-sonatype-com-3567 499 2 analysis analysis NN www-sonatype-com-3567 499 3 tools tool NNS www-sonatype-com-3567 499 4 : : : www-sonatype-com-3567 499 5 To to IN www-sonatype-com-3567 499 6 what what WDT www-sonatype-com-3567 499 7 degree degree NN www-sonatype-com-3567 499 8 are be VBP www-sonatype-com-3567 499 9 the the DT www-sonatype-com-3567 499 10 output output NN www-sonatype-com-3567 499 11 of of 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, , www-sonatype-com-3567 504 23 OSS oss NN www-sonatype-com-3567 504 24 license license NN www-sonatype-com-3567 504 25 , , , www-sonatype-com-3567 504 26 commercially commercially RB www-sonatype-com-3567 504 27 available available JJ www-sonatype-com-3567 504 28 support support NN www-sonatype-com-3567 504 29 , , , www-sonatype-com-3567 504 30 and and CC www-sonatype-com-3567 504 31 foundation foundation NN www-sonatype-com-3567 504 32 / / SYM www-sonatype-com-3567 504 33 corporate corporate JJ www-sonatype-com-3567 504 34 sponsorship sponsorship NN www-sonatype-com-3567 504 35 . . . www-sonatype-com-3567 505 1 OSS oss NN www-sonatype-com-3567 505 2 PHILOSOPHY PHILOSOPHY NNS www-sonatype-com-3567 505 3 Process Process NNP www-sonatype-com-3567 505 4 to to TO www-sonatype-com-3567 505 5 add add VB www-sonatype-com-3567 505 6 OSS oss NN www-sonatype-com-3567 505 7 components component NNS www-sonatype-com-3567 505 8 : : : www-sonatype-com-3567 505 9 The the DT www-sonatype-com-3567 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www-sonatype-com-3567 505 34 standardize standardize VB www-sonatype-com-3567 505 35 , , , www-sonatype-com-3567 505 36 etc etc FW www-sonatype-com-3567 505 37 . . . www-sonatype-com-3567 505 38 ) ) -RRB- www-sonatype-com-3567 505 39 . . . www-sonatype-com-3567 506 1 Process process NN www-sonatype-com-3567 506 2 to to TO www-sonatype-com-3567 506 3 remove remove VB www-sonatype-com-3567 506 4 OSS oss NN www-sonatype-com-3567 506 5 components component NNS www-sonatype-com-3567 506 6 : : : www-sonatype-com-3567 506 7 The the DT www-sonatype-com-3567 506 8 degree degree NN www-sonatype-com-3567 506 9 to to TO www-sonatype-com-3567 506 10 which which WDT www-sonatype-com-3567 506 11 do do VBP www-sonatype-com-3567 506 12 you -PRON- PRP www-sonatype-com-3567 506 13 use use VB www-sonatype-com-3567 506 14 a a DT www-sonatype-com-3567 506 15 well well RB www-sonatype-com-3567 506 16 - - HYPH www-sonatype-com-3567 506 17 defined define VBN www-sonatype-com-3567 506 18 process process NN www-sonatype-com-3567 506 19 to to TO www-sonatype-com-3567 506 20 proactively proactively RB www-sonatype-com-3567 506 21 remove remove VB www-sonatype-com-3567 506 22 problematic problematic JJ www-sonatype-com-3567 506 23 dependencies dependency NNS www-sonatype-com-3567 506 24 . . . www-sonatype-com-3567 507 1 OSS oss NN www-sonatype-com-3567 507 2 enlightenment enlightenment NN www-sonatype-com-3567 507 3 : : : www-sonatype-com-3567 507 4 The the DT www-sonatype-com-3567 507 5 degree degree NN www-sonatype-com-3567 507 6 to to TO www-sonatype-com-3567 507 7 which which WDT www-sonatype-com-3567 507 8 OSS OSS NNP www-sonatype-com-3567 507 9 is be VBZ www-sonatype-com-3567 507 10 supported support VBN www-sonatype-com-3567 507 11 within within IN www-sonatype-com-3567 507 12 the the DT www-sonatype-com-3567 507 13 orga- orga- JJ www-sonatype-com-3567 507 14 nization nization NN www-sonatype-com-3567 507 15 , , , www-sonatype-com-3567 507 16 as as IN www-sonatype-com-3567 507 17 measured measure VBN www-sonatype-com-3567 507 18 by by IN www-sonatype-com-3567 507 19 the the DT www-sonatype-com-3567 507 20 following follow VBG www-sonatype-com-3567 507 21 : : : www-sonatype-com-3567 507 22 ⊲ ⊲ CD www-sonatype-com-3567 507 23 For for IN www-sonatype-com-3567 507 24 company company NN www-sonatype-com-3567 507 25 - - HYPH www-sonatype-com-3567 507 26 sponsored sponsor VBN www-sonatype-com-3567 507 27 OSS oss NN www-sonatype-com-3567 507 28 projects project NNS www-sonatype-com-3567 507 29 , , , www-sonatype-com-3567 507 30 to to IN www-sonatype-com-3567 507 31 what what WDT www-sonatype-com-3567 507 32 degree degree NN www-sonatype-com-3567 507 33 are be VBP www-sonatype-com-3567 507 34 external external JJ www-sonatype-com-3567 507 35 contributions contribution NNS www-sonatype-com-3567 507 36 allowed allow VBN www-sonatype-com-3567 507 37 ? ? . www-sonatype-com-3567 508 1 ⊲ ⊲ NNS www-sonatype-com-3567 508 2 To to TO www-sonatype-com-3567 508 3 what what WDT www-sonatype-com-3567 508 4 degree degree NN www-sonatype-com-3567 508 5 does do VBZ www-sonatype-com-3567 508 6 your -PRON- PRP$ www-sonatype-com-3567 508 7 organization organization NN www-sonatype-com-3567 508 8 require require VB www-sonatype-com-3567 508 9 that that IN www-sonatype-com-3567 508 10 all all DT www-sonatype-com-3567 508 11 internal internal JJ www-sonatype-com-3567 508 12 modifications modification NNS www-sonatype-com-3567 508 13 to to TO www-sonatype-com-3567 508 14 open open VB www-sonatype-com-3567 508 15 source source NN www-sonatype-com-3567 508 16 components component NNS www-sonatype-com-3567 508 17 be be VB www-sonatype-com-3567 508 18 contrib- contrib- VBN www-sonatype-com-3567 508 19 uted uted JJ www-sonatype-com-3567 508 20 back back RB www-sonatype-com-3567 508 21 ( ( -LRB- www-sonatype-com-3567 508 22 i.e. i.e. FW www-sonatype-com-3567 508 23 , , , www-sonatype-com-3567 508 24 “ " `` www-sonatype-com-3567 508 25 pushed push VBD www-sonatype-com-3567 508 26 upstream upstream NNP www-sonatype-com-3567 508 27 ” " '' www-sonatype-com-3567 508 28 ) ) -RRB- www-sonatype-com-3567 508 29 ? ? . www-sonatype-com-3567 509 1 ⊲ ⊲ NNS www-sonatype-com-3567 509 2 To to TO www-sonatype-com-3567 509 3 what what WDT www-sonatype-com-3567 509 4 degree degree NN www-sonatype-com-3567 509 5 does do VBZ www-sonatype-com-3567 509 6 your -PRON- PRP$ www-sonatype-com-3567 509 7 leadership leadership NN www-sonatype-com-3567 509 8 support support NN www-sonatype-com-3567 509 9 contributing contribute VBG www-sonatype-com-3567 509 10 back back RB www-sonatype-com-3567 509 11 to to IN www-sonatype-com-3567 509 12 open open JJ www-sonatype-com-3567 509 13 source source NN www-sonatype-com-3567 509 14 components component NNS www-sonatype-com-3567 509 15 we -PRON- PRP www-sonatype-com-3567 509 16 use use VBP www-sonatype-com-3567 509 17 ( ( -LRB- www-sonatype-com-3567 509 18 e.g. e.g. RB www-sonatype-com-3567 509 19 , , , www-sonatype-com-3567 509 20 engi- engi- XX www-sonatype-com-3567 509 21 neering neering JJ www-sonatype-com-3567 509 22 time time NN www-sonatype-com-3567 509 23 , , , www-sonatype-com-3567 509 24 budget budget NN www-sonatype-com-3567 509 25 , , , www-sonatype-com-3567 509 26 conferences conference NNS www-sonatype-com-3567 509 27 ) ) -RRB- www-sonatype-com-3567 509 28 ? ? . www-sonatype-com-3567 510 1 ORGANIZATION ORGANIZATION NNP www-sonatype-com-3567 510 2 AND and CC www-sonatype-com-3567 510 3 POLICY POLICY NNP www-sonatype-com-3567 510 4 Centralization Centralization NNP www-sonatype-com-3567 510 5 of of IN www-sonatype-com-3567 510 6 asset asset NN www-sonatype-com-3567 510 7 management management NN www-sonatype-com-3567 510 8 : : : www-sonatype-com-3567 510 9 The the DT www-sonatype-com-3567 510 10 degree degree NN www-sonatype-com-3567 510 11 to to TO www-sonatype-com-3567 510 12 which which WDT www-sonatype-com-3567 510 13 there there EX www-sonatype-com-3567 510 14 is be VBZ www-sonatype-com-3567 510 15 centralized centralize VBN www-sonatype-com-3567 510 16 tracking tracking NN www-sonatype-com-3567 510 17 for for IN www-sonatype-com-3567 510 18 every every DT www-sonatype-com-3567 510 19 deployed deploy VBN www-sonatype-com-3567 510 20 application application NN www-sonatype-com-3567 510 21 , , , www-sonatype-com-3567 510 22 its -PRON- PRP$ www-sonatype-com-3567 510 23 open open JJ www-sonatype-com-3567 510 24 source source NN www-sonatype-com-3567 510 25 dependencies dependency NNS www-sonatype-com-3567 510 26 , , , www-sonatype-com-3567 510 27 and and CC www-sonatype-com-3567 510 28 ability ability NN www-sonatype-com-3567 510 29 to to TO www-sonatype-com-3567 510 30 contact contact VB www-sonatype-com-3567 510 31 the the DT www-sonatype-com-3567 510 32 application application NN www-sonatype-com-3567 510 33 team team NN www-sonatype-com-3567 510 34 members member NNS www-sonatype-com-3567 510 35 . . . www-sonatype-com-3567 511 1 Centralized centralized JJ www-sonatype-com-3567 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www-sonatype-com-3567 513 6 degree degree NN www-sonatype-com-3567 513 7 to to TO www-sonatype-com-3567 513 8 which which WDT www-sonatype-com-3567 513 9 the the DT www-sonatype-com-3567 513 10 open open JJ www-sonatype-com-3567 513 11 source source NN www-sonatype-com-3567 513 12 approval approval NN www-sonatype-com-3567 513 13 process process NN www-sonatype-com-3567 513 14 is be VBZ www-sonatype-com-3567 513 15 consistently consistently RB www-sonatype-com-3567 513 16 followed follow VBN www-sonatype-com-3567 513 17 . . . www-sonatype-com-3567 514 1 432020 432020 CD www-sonatype-com-3567 514 2 STATE STATE NNP www-sonatype-com-3567 514 3 OF of IN www-sonatype-com-3567 514 4 THE the DT www-sonatype-com-3567 514 5 SOFTWARE SOFTWARE NNP www-sonatype-com-3567 514 6 SUPPLY supply NN www-sonatype-com-3567 514 7 CHAIN CHAIN NNP www-sonatype-com-3567 514 8 REPORT REPORT NNP www-sonatype-com-3567 514 9 Headquarters headquarters NN www-sonatype-com-3567 514 10 8161 8161 CD 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employee NNS www-sonatype-com-3567 515 16 , , , www-sonatype-com-3567 515 17 over over IN www-sonatype-com-3567 515 18 1,000 1,000 CD www-sonatype-com-3567 515 19 enterprise enterprise NN www-sonatype-com-3567 515 20 customers customer NNS www-sonatype-com-3567 515 21 , , , www-sonatype-com-3567 515 22 and and CC www-sonatype-com-3567 515 23 is be VBZ www-sonatype-com-3567 515 24 trusted trust VBN www-sonatype-com-3567 515 25 by by IN www-sonatype-com-3567 515 26 over over IN www-sonatype-com-3567 515 27 10 10 CD www-sonatype-com-3567 515 28   _SP www-sonatype-com-3567 515 29 million million CD www-sonatype-com-3567 515 30 software software NN www-sonatype-com-3567 515 31 developers developer NNS www-sonatype-com-3567 515 32 . . . www-sonatype-com-3567 516 1 Sonatype Sonatype NNP www-sonatype-com-3567 516 2 ’s ’s POS www-sonatype-com-3567 516 3 Nexus Nexus NNP www-sonatype-com-3567 516 4 platform platform NN www-sonatype-com-3567 516 5 enables enable VBZ www-sonatype-com-3567 516 6 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intelligence intelligence NN www-sonatype-com-3567 516 29 with with IN www-sonatype-com-3567 516 30 real real JJ www-sonatype-com-3567 516 31 - - HYPH www-sonatype-com-3567 516 32 time time NN www-sonatype-com-3567 516 33 remediation remediation NN www-sonatype-com-3567 516 34 guidance guidance NN www-sonatype-com-3567 516 35 . . . www-sonatype-com-3567 517 1 For for IN www-sonatype-com-3567 517 2 more more JJR www-sonatype-com-3567 517 3 information information NN www-sonatype-com-3567 517 4 , , , www-sonatype-com-3567 517 5 please please UH www-sonatype-com-3567 517 6 visit visit VB www-sonatype-com-3567 517 7 Sonatype.com Sonatype.com NNP www-sonatype-com-3567 517 8 , , , www-sonatype-com-3567 517 9 or or CC www-sonatype-com-3567 517 10 connect connect VB www-sonatype-com-3567 517 11 with with IN www-sonatype-com-3567 517 12 us -PRON- PRP www-sonatype-com-3567 517 13 on on IN www-sonatype-com-3567 517 14 Facebook Facebook NNP www-sonatype-com-3567 517 15 , , , www-sonatype-com-3567 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JJS www-sonatype-com-3567 518 64 Performing Performing NNP www-sonatype-com-3567 518 65 OSS oss NN www-sonatype-com-3567 518 66 Projects project NNS www-sonatype-com-3567 518 67 Finding find VBG www-sonatype-com-3567 518 68 Different different JJ www-sonatype-com-3567 518 69 Behavioral Behavioral NNP www-sonatype-com-3567 518 70 Groups Groups NNPS www-sonatype-com-3567 518 71 Exemplars Exemplars NNP www-sonatype-com-3567 518 72 Laggards Laggards NNP www-sonatype-com-3567 518 73 Cautious Cautious NNP www-sonatype-com-3567 518 74 Teams team NNS www-sonatype-com-3567 518 75 Projects project NNS www-sonatype-com-3567 518 76 with with IN www-sonatype-com-3567 518 77 Updated updated JJ www-sonatype-com-3567 518 78 Dependencies dependency NNS www-sonatype-com-3567 518 79 Are be VBP www-sonatype-com-3567 518 80 More more RBR www-sonatype-com-3567 518 81 Secure secure JJ www-sonatype-com-3567 518 82 Guidance guidance NN www-sonatype-com-3567 518 83 for for IN www-sonatype-com-3567 518 84 Open 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Supply NNP www-sonatype-com-3567 518 106 Chains Chains NNPS www-sonatype-com-3567 518 107 Survey Survey NNP www-sonatype-com-3567 518 108 of of IN www-sonatype-com-3567 518 109 Open Open NNP www-sonatype-com-3567 518 110 Source Source NNP www-sonatype-com-3567 518 111 Management Management NNP www-sonatype-com-3567 518 112 Practices Practices NNPS www-sonatype-com-3567 518 113 Comparing compare VBG www-sonatype-com-3567 518 114 High High NNP www-sonatype-com-3567 518 115 Performers Performers NNPS www-sonatype-com-3567 518 116 vs. vs. CC www-sonatype-com-3567 518 117 Low Low NNP www-sonatype-com-3567 518 118 Performers Performers NNPS www-sonatype-com-3567 518 119 Comparing compare VBG www-sonatype-com-3567 518 120 High High NNP www-sonatype-com-3567 518 121 Performers Performers NNPS www-sonatype-com-3567 518 122 vs. vs. IN www-sonatype-com-3567 518 123 Security Security NNP www-sonatype-com-3567 518 124 First First NNP www-sonatype-com-3567 518 125 Variables Variables NNPS www-sonatype-com-3567 518 126 Most Most JJS www-sonatype-com-3567 518 127 Impacting Impacting NNP www-sonatype-com-3567 518 128 Performance Performance NNP www-sonatype-com-3567 518 129 and and CC www-sonatype-com-3567 518 130 Risk Risk NNP www-sonatype-com-3567 518 131 Management Management NNP www-sonatype-com-3567 518 132 Influencing Influencing NNP www-sonatype-com-3567 518 133 Risk Risk NNP www-sonatype-com-3567 518 134 Management Management NNP www-sonatype-com-3567 518 135 Outcomes Outcomes NNP www-sonatype-com-3567 518 136 Influencing Influencing NNP www-sonatype-com-3567 518 137 Productivity Productivity NNP www-sonatype-com-3567 518 138 Outcomes Outcomes NNP www-sonatype-com-3567 518 139 Influencing Influencing NNP www-sonatype-com-3567 518 140 Job Job NNP www-sonatype-com-3567 518 141 Satisfaction Satisfaction NNP www-sonatype-com-3567 518 142 Guidance Guidance NNP www-sonatype-com-3567 518 143 for for IN www-sonatype-com-3567 518 144 Enterprise Enterprise NNP www-sonatype-com-3567 518 145 Development development NN www-sonatype-com-3567 518 146 Teams Teams NNPS www-sonatype-com-3567 518 147 Patterns Patterns NNPS www-sonatype-com-3567 518 148 Across across IN www-sonatype-com-3567 518 149 OSS OSS NNP www-sonatype-com-3567 518 150 Component component NN www-sonatype-com-3567 518 151 Updates Updates NNPS www-sonatype-com-3567 518 152 : : : www-sonatype-com-3567 518 153 Easy easy JJ www-sonatype-com-3567 518 154 , , , www-sonatype-com-3567 518 155 Difficult difficult JJ www-sonatype-com-3567 518 156 , , , www-sonatype-com-3567 518 157 and and CC www-sonatype-com-3567 518 158 Planned planned JJ www-sonatype-com-3567 518 159 Chapter Chapter NNP www-sonatype-com-3567 518 160 5 5 CD www-sonatype-com-3567 518 161 The the DT www-sonatype-com-3567 518 162 Trust Trust NNP www-sonatype-com-3567 518 163 and and CC www-sonatype-com-3567 518 164 Integrity Integrity NNP www-sonatype-com-3567 518 165 of of IN www-sonatype-com-3567 518 166 Software Software NNP www-sonatype-com-3567 518 167 Supply Supply NNP www-sonatype-com-3567 518 168 Chains Chains NNPS www-sonatype-com-3567 518 169 1 1 CD www-sonatype-com-3567 518 170 in in IN www-sonatype-com-3567 518 171 10 10 CD www-sonatype-com-3567 518 172 OSS oss NN www-sonatype-com-3567 518 173 Downloads download NNS www-sonatype-com-3567 518 174 Are be VBP www-sonatype-com-3567 518 175 Vulnerable vulnerable JJ www-sonatype-com-3567 518 176 Enterprises enterprise NNS www-sonatype-com-3567 518 177 Rely rely VBP www-sonatype-com-3567 518 178 on on IN www-sonatype-com-3567 518 179 Code Code NNP www-sonatype-com-3567 518 180 from from IN www-sonatype-com-3567 518 181 3,500 3,500 CD www-sonatype-com-3567 518 182 Suppliers Suppliers NNPS www-sonatype-com-3567 518 183 , , , www-sonatype-com-3567 518 184 But but CC www-sonatype-com-3567 518 185 Quality Quality NNP www-sonatype-com-3567 518 186 Varies Varies NNPS www-sonatype-com-3567 518 187 OSS OSS NNP www-sonatype-com-3567 518 188 Components component NNS www-sonatype-com-3567 518 189 Make make VBP www-sonatype-com-3567 518 190 Up up RP www-sonatype-com-3567 518 191 90 90 CD www-sonatype-com-3567 518 192 % % NN www-sonatype-com-3567 518 193 of of IN www-sonatype-com-3567 518 194 a a DT www-sonatype-com-3567 518 195 Modern Modern NNP www-sonatype-com-3567 518 196 Application Application NNP www-sonatype-com-3567 518 197 21 21 CD www-sonatype-com-3567 518 198 % % NN www-sonatype-com-3567 518 199 of of IN www-sonatype-com-3567 518 200 Enterprises Enterprises NNP www-sonatype-com-3567 518 201 Experienced experience VBD www-sonatype-com-3567 518 202 Open Open NNP www-sonatype-com-3567 518 203 Source source NN www-sonatype-com-3567 518 204 Breaches Breaches NNP www-sonatype-com-3567 518 205 Chapter chapter NN www-sonatype-com-3567 518 206 6 6 CD www-sonatype-com-3567 518 207 The the DT www-sonatype-com-3567 518 208 Changing change VBG www-sonatype-com-3567 518 209 OSS oss NN www-sonatype-com-3567 518 210 Landscape Landscape NNP www-sonatype-com-3567 518 211 : : : www-sonatype-com-3567 518 212 Social Social NNP www-sonatype-com-3567 518 213 Activism Activism NNP www-sonatype-com-3567 518 214 and and CC www-sonatype-com-3567 518 215 Government Government NNP www-sonatype-com-3567 518 216 Standards Standards NNP www-sonatype-com-3567 518 217 Social Social NNP www-sonatype-com-3567 518 218 Activism Activism NNP www-sonatype-com-3567 518 219 and and CC www-sonatype-com-3567 518 220 Open Open NNP www-sonatype-com-3567 518 221 Source source NN www-sonatype-com-3567 518 222 Software software NN www-sonatype-com-3567 518 223 Governments government NNS www-sonatype-com-3567 518 224 Apply apply VBP www-sonatype-com-3567 518 225 New New NNP www-sonatype-com-3567 518 226 Standards Standards NNPS www-sonatype-com-3567 518 227 to to TO www-sonatype-com-3567 518 228 Secure Secure NNP www-sonatype-com-3567 518 229 Software Software NNP www-sonatype-com-3567 518 230 Supply Supply NNP www-sonatype-com-3567 518 231 Chains chain NNS www-sonatype-com-3567 518 232 United United NNP www-sonatype-com-3567 518 233 States States NNP www-sonatype-com-3567 518 234 United United NNP www-sonatype-com-3567 518 235 Kingdom Kingdom NNP www-sonatype-com-3567 518 236 Australia Australia NNP www-sonatype-com-3567 518 237 Summary Summary NNP www-sonatype-com-3567 518 238 Sources Sources NNPS www-sonatype-com-3567 518 239 Appendix Appendix NNP www-sonatype-com-3567 518 240 A a DT www-sonatype-com-3567 518 241 Appendix Appendix NNP www-sonatype-com-3567 518 242 B b NN