{"data":{"id":"7f765ca7-64fd-4409-8926-0142980711d5","title":"CVE-2021-29611: TensorFlow is an end-to-end open source platform for machine learning. Incomplete validation in `SparseReshape` results…","summary":"TensorFlow's `SparseReshape` operation has incomplete input validation. It does not check that its arguments describe a valid sparse tensor, so malformed input triggers a `CHECK` failure that causes a denial of service. The affected versions are TensorFlow 2.4.2 and 2.3.3, along with earlier releases prior to the fix.","solution":"The fix will be included in TensorFlow 2.5.0. The commit will also be cherry-picked to TensorFlow 2.4.2 and TensorFlow 2.3.3.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2021-29611","publishedAt":"2021-05-15T00:15:15.947Z","cveId":"CVE-2021-29611","cweIds":["CWE-665","CWE-20"],"cvssScore":"3.6","cvssSeverity":"low","severity":"low","attackType":["denial_of_service"],"issueType":"vulnerability","affectedPackages":["tensorflow@>= 2.3.0, < 2.3.3 (fixed: 2.3.3)","tensorflow@>= 2.4.0, < 2.4.2 (fixed: 2.4.2)","tensorflow-cpu@>= 2.3.0, < 2.3.3 (fixed: 2.3.3)","tensorflow-cpu@>= 2.4.0, < 2.4.2 (fixed: 2.4.2)","tensorflow-gpu@>= 2.3.0, < 2.3.3 (fixed: 2.3.3)","tensorflow-gpu@>= 2.4.0, < 2.4.2 (fixed: 2.4.2)"],"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 denial of service through incomplete validation in SparseReshape","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00202,"epssCheckedAt":"2026-11-04T12:08:33.690Z","kevDateAdded":null,"advisoryAliases":["GHSA-9rpc-5v9q-5r7f"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:59:54.020Z","patchAvailable":true,"disclosureDate":null,"fixReleasedAt":"2021-06-15T21:03:30.442Z","daysToFix":31,"fixCheckedAt":"2026-10-29T21:51:07.417Z","capecIds":null,"crossRefCount":0,"attackSophistication":"trivial","impactType":["availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.9,"researchCategory":null,"atlasIds":null,"fixes":[{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.4.2","matchedVersion":"2.4.2","fixReleasedAt":"2021-06-15T21:09:49.706Z","daysToFix":31,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:51:07.266Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.3.3","matchedVersion":"2.3.3","fixReleasedAt":"2021-06-15T21:08:37.651Z","daysToFix":31,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:51:07.266Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.3.3","matchedVersion":"2.3.3","fixReleasedAt":"2021-06-15T21:03:30.442Z","daysToFix":31,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:51:07.266Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.3.3","matchedVersion":"2.3.3","fixReleasedAt":"2021-06-15T21:04:54.421Z","daysToFix":31,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:51:07.266Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.4.2","matchedVersion":"2.4.2","fixReleasedAt":"2021-06-15T21:03:59.541Z","daysToFix":31,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:51:07.266Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.4.2","matchedVersion":"2.4.2","fixReleasedAt":"2021-06-15T21:05:30.770Z","daysToFix":31,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:51:07.266Z"}]}}