{"data":{"id":"4fe05f89-fa4c-46a9-8591-9d499b535225","title":"CVE-2022-29212: TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, certain…","summary":"TensorFlow versions before 2.9.0, 2.8.1, 2.7.2 and 2.6.4 are affected by CVE-2022-29212. TFLite models created with the TFLite model converter crash the process when loaded in the TFLite interpreter, because quantization can produce scale values greater than 1 while the code assumes sub-unit scaling. The resulting `TFLITE_CHECK_LT` assertion in `QuantizeMultiplierSmallerThanOneExp` aborts the process.","solution":"Fixed in 2.9.0, 2.8.1, 2.7.2 and 2.6.4, which contain a patch for this issue.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2022-29212","publishedAt":"2022-05-21T04:15:11.720Z","cveId":"CVE-2022-29212","cweIds":["CWE-20"],"cvssScore":"5.5","cvssSeverity":"medium","severity":"medium","attackType":["denial_of_service"],"issueType":"vulnerability","affectedPackages":["tensorflow@< 2.6.4 (fixed: 2.6.4)","tensorflow@>= 2.7.0, < 2.7.2 (fixed: 2.7.2)","tensorflow@>= 2.8.0, < 2.8.1 (fixed: 2.8.1)","tensorflow-cpu@< 2.6.4 (fixed: 2.6.4)","tensorflow-cpu@>= 2.7.0, < 2.7.2 (fixed: 2.7.2)","tensorflow-cpu@>= 2.8.0, < 2.8.1 (fixed: 2.8.1)","tensorflow-gpu@< 2.6.4 (fixed: 2.6.4)","tensorflow-gpu@>= 2.7.0, < 2.7.2 (fixed: 2.7.2)","tensorflow-gpu@>= 2.8.0, < 2.8.1 (fixed: 2.8.1)"],"affectedPackageNames":["tensorflow","tensorflow-cpu","tensorflow-gpu"],"affectedPackageRefs":["pypi:tensorflow","pypi:tensorflow-cpu","pypi:tensorflow-gpu"],"affectedVendors":["Google"],"affectedVendorsRaw":["TensorFlow","TFLite"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":"TensorFlow TFLite interpreter crash when loading certain quantized models","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00324,"epssCheckedAt":"2026-11-04T06:10:14.827Z","kevDateAdded":null,"advisoryAliases":["GHSA-8wwm-6264-x792"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:58:10.783Z","patchAvailable":true,"disclosureDate":null,"fixReleasedAt":"2022-05-16T18:35:54.612Z","daysToFix":-5,"fixCheckedAt":"2026-10-29T21:48:37.704Z","capecIds":null,"crossRefCount":0,"attackSophistication":"trivial","impactType":["availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.95,"researchCategory":null,"atlasIds":null,"fixes":[{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.7.2","matchedVersion":"2.7.2","fixReleasedAt":"2022-05-16T18:55:45.407Z","daysToFix":-5,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:48:37.550Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.6.4","matchedVersion":"2.6.4","fixReleasedAt":"2022-05-16T18:35:54.612Z","daysToFix":-5,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:48:37.550Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.6.4","matchedVersion":"2.6.4","fixReleasedAt":"2022-05-16T18:36:58.498Z","daysToFix":-5,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:48:37.550Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.8.1","matchedVersion":"2.8.1","fixReleasedAt":"2022-05-16T19:23:13.921Z","daysToFix":-5,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:48:37.550Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.8.1","matchedVersion":"2.8.1","fixReleasedAt":"2022-05-16T19:21:57.289Z","daysToFix":-5,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:48:37.550Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.7.2","matchedVersion":"2.7.2","fixReleasedAt":"2022-05-16T18:59:09.959Z","daysToFix":-5,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:48:37.550Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.7.2","matchedVersion":"2.7.2","fixReleasedAt":"2022-05-16T18:54:48.982Z","daysToFix":-5,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:48:37.550Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.8.1","matchedVersion":"2.8.1","fixReleasedAt":"2022-05-16T19:27:17.566Z","daysToFix":-5,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:48:37.550Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.6.4","matchedVersion":"2.6.4","fixReleasedAt":"2022-05-16T18:40:15.414Z","daysToFix":-5,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:48:37.550Z"}]}}