{"data":{"id":"cc53ceaa-05dd-47b1-87c0-abc3d05ad75c","title":"CVE-2021-37651: TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation for…","summary":"TensorFlow's implementation of tf.raw_ops.FractionalAvgPoolGrad in affected versions can be made to read data outside the bounds of heap-allocated buffers. The cause is that the code does not check whether the input tensor is non-empty, so it builds an empty EigenDoubleMatrixMap and then indexes past its end.","solution":"Patched in GitHub commit 0f931751fb20f565c4e94aa6df58d54a003cdb30. The fix will be included in TensorFlow 2.6.0, and the commit will be cherry-picked to TensorFlow 2.5.1, TensorFlow 2.4.3 and TensorFlow 2.3.4.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2021-37651","publishedAt":"2021-08-13T01:15:08.170Z","cveId":"CVE-2021-37651","cweIds":["CWE-125","CWE-787"],"cvssScore":"7.1","cvssSeverity":"high","severity":"high","attackType":["other"],"issueType":"vulnerability","affectedPackages":["tensorflow@< 2.3.4 (fixed: 2.3.4)","tensorflow@>= 2.4.0, < 2.4.3 (fixed: 2.4.3)","tensorflow@= 2.5.0 (fixed: 2.5.1)","tensorflow-cpu@< 2.3.4 (fixed: 2.3.4)","tensorflow-cpu@>= 2.4.0, < 2.4.3 (fixed: 2.4.3)","tensorflow-cpu@= 2.5.0 (fixed: 2.5.1)","tensorflow-gpu@< 2.3.4 (fixed: 2.3.4)","tensorflow-gpu@>= 2.4.0, < 2.4.3 (fixed: 2.4.3)","tensorflow-gpu@= 2.5.0 (fixed: 2.5.1)"],"affectedPackageNames":["tensorflow","tensorflow-cpu","tensorflow-gpu"],"affectedPackageRefs":["pypi:tensorflow","pypi:tensorflow-cpu","pypi:tensorflow-gpu"],"affectedVendors":["Google"],"affectedVendorsRaw":["TensorFlow"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":"TensorFlow out-of-bounds read in tf.raw_ops.FractionalAvgPoolGrad","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00174,"epssCheckedAt":"2026-11-04T18:09:13.251Z","kevDateAdded":null,"advisoryAliases":["GHSA-hpv4-7p9c-mvfr"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:59:39.565Z","patchAvailable":true,"disclosureDate":null,"fixReleasedAt":"2021-08-10T21:51:35.142Z","daysToFix":-3,"fixCheckedAt":"2026-10-29T21:50:46.745Z","capecIds":["CAPEC-100","CAPEC-540"],"crossRefCount":0,"attackSophistication":"advanced","impactType":["confidentiality","integrity","availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.95,"researchCategory":null,"atlasIds":null,"fixes":[{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.5.1","matchedVersion":"2.5.1","fixReleasedAt":"2021-08-10T21:58:54.547Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:50:46.591Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.5.1","matchedVersion":"2.5.1","fixReleasedAt":"2021-08-10T21:53:19.960Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:50:46.591Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.3.4","matchedVersion":"2.3.4","fixReleasedAt":"2021-08-10T21:52:20.445Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:50:46.591Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.4.3","matchedVersion":"2.4.3","fixReleasedAt":"2021-08-10T21:57:52.135Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:50:46.591Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.4.3","matchedVersion":"2.4.3","fixReleasedAt":"2021-08-10T21:53:37.078Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:50:46.591Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.4.3","matchedVersion":"2.4.3","fixReleasedAt":"2021-08-10T21:52:30.867Z","daysToFix":-3,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:50:46.591Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.3.4","matchedVersion":"2.3.4","fixReleasedAt":"2021-08-10T21:54:46.058Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:50:46.591Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.5.1","matchedVersion":"2.5.1","fixReleasedAt":"2021-08-10T21:51:57.218Z","daysToFix":-3,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:50:46.591Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.3.4","matchedVersion":"2.3.4","fixReleasedAt":"2021-08-10T21:51:35.142Z","daysToFix":-3,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:50:46.591Z"}]}}