{"data":{"id":"0a143935-9896-4b12-a8eb-3f15ad0b0c79","title":"CVE-2022-41896: TensorFlow is an open source platform for machine learning. If `ThreadUnsafeUnigramCandidateSampler` is given input…","summary":"CVE-2022-41896 is a flaw in TensorFlow's `ThreadUnsafeUnigramCandidateSampler`. When given a `filterbank_channel_count` input larger than the allowed maximum size, TensorFlow crashes. The source says the affected versions are 2.10.1, 2.9.3 and 2.8.4, as well as the TensorFlow line that the fix lands in.","solution":"The issue is patched in GitHub commit 39ec7eaf1428e90c37787e5b3fbd68ebd3c48860. The fix will be included in TensorFlow 2.11, and the commit will also be cherrypicked onto TensorFlow 2.10.1, 2.9.3 and 2.8.4.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2022-41896","publishedAt":"2022-11-19T03:15:18.590Z","cveId":"CVE-2022-41896","cweIds":["CWE-20","CWE-1284"],"cvssScore":"4.8","cvssSeverity":"medium","severity":"medium","attackType":["denial_of_service"],"issueType":"vulnerability","affectedPackages":["tensorflow@< 2.8.4 (fixed: 2.8.4)","tensorflow@>= 2.9.0, < 2.9.3 (fixed: 2.9.3)","tensorflow@>= 2.10.0, < 2.10.1 (fixed: 2.10.1)","tensorflow-cpu@< 2.8.4 (fixed: 2.8.4)","tensorflow-gpu@< 2.8.4 (fixed: 2.8.4)","tensorflow-cpu@>= 2.9.0, < 2.9.3 (fixed: 2.9.3)","tensorflow-gpu@>= 2.9.0, < 2.9.3 (fixed: 2.9.3)","tensorflow-cpu@>= 2.10.0, < 2.10.1 (fixed: 2.10.1)","tensorflow-gpu@>= 2.10.0, < 2.10.1 (fixed: 2.10.1)"],"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 crash in ThreadUnsafeUnigramCandidateSampler via oversized","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00494,"epssCheckedAt":"2026-11-04T18:09:13.655Z","kevDateAdded":null,"advisoryAliases":["GHSA-rmg2-f698-wq35"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:57:27.249Z","patchAvailable":true,"disclosureDate":null,"fixReleasedAt":"2022-11-16T18:44:24.219Z","daysToFix":-3,"fixCheckedAt":"2026-10-29T21:47:37.209Z","capecIds":null,"crossRefCount":0,"attackSophistication":"trivial","impactType":["availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.95,"researchCategory":null,"atlasIds":null,"fixes":[{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.8.4","matchedVersion":"2.8.4","fixReleasedAt":"2022-11-16T18:51:04.818Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:47:37.057Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.8.4","matchedVersion":"2.8.4","fixReleasedAt":"2022-11-16T18:46:03.386Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:47:37.057Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.10.1","matchedVersion":"2.10.1","fixReleasedAt":"2022-11-16T20:05:33.350Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:47:37.057Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.10.1","matchedVersion":"2.10.1","fixReleasedAt":"2022-11-16T20:10:45.110Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:47:37.057Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.9.3","matchedVersion":"2.9.3","fixReleasedAt":"2022-11-16T19:25:59.532Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:47:37.057Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.8.4","matchedVersion":"2.8.4","fixReleasedAt":"2022-11-16T18:44:24.219Z","daysToFix":-3,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:47:37.057Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.9.3","matchedVersion":"2.9.3","fixReleasedAt":"2022-11-16T19:24:11.468Z","daysToFix":-3,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:47:37.057Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.10.1","matchedVersion":"2.10.1","fixReleasedAt":"2022-11-16T20:03:56.467Z","daysToFix":-3,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:47:37.057Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.9.3","matchedVersion":"2.9.3","fixReleasedAt":"2022-11-16T19:31:25.640Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:47:37.057Z"}]}}