{"data":{"id":"2e8d3523-c4e4-4976-8287-6fddc21ecc8d","title":"CVE-2022-29202: 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, the…","summary":"CVE-2022-29202 affects TensorFlow versions before 2.9.0, 2.8.1, 2.7.2, and 2.6.4. The implementation of `tf.ragged.constant` does not fully validate its input arguments, which allows a denial of service by consuming all available memory.","solution":"Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2022-29202","publishedAt":"2022-05-21T03:15:44.470Z","cveId":"CVE-2022-29202","cweIds":["CWE-20","CWE-400","CWE-1284"],"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"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":"TensorFlow denial of service through tf.ragged.constant input validation","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00324,"epssCheckedAt":"2026-11-04T06:10:13.536Z","kevDateAdded":null,"advisoryAliases":["GHSA-cwpm-f78v-7m5c"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:58:15.489Z","patchAvailable":true,"disclosureDate":null,"fixReleasedAt":"2022-05-16T18:35:54.612Z","daysToFix":-5,"fixCheckedAt":"2026-10-29T21:48:44.969Z","capecIds":["CAPEC-125","CAPEC-130"],"crossRefCount":0,"attackSophistication":"trivial","impactType":["availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.95,"researchCategory":null,"atlasIds":null,"fixes":[{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.7.2","matchedVersion":"2.7.2","fixReleasedAt":"2022-05-16T18:59:09.959Z","daysToFix":-5,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:48:44.808Z"},{"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":"2026-10-29T21:48:44.808Z"},{"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":"2026-10-29T21:48:44.808Z"},{"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":"2026-10-29T21:48:44.808Z"},{"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":"2026-10-29T21:48:44.808Z"},{"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":"2026-10-29T21:48:44.808Z"},{"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":"2026-10-29T21:48:44.808Z"},{"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":"2026-10-29T21:48:44.808Z"},{"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":"2026-10-29T21:48:44.808Z"}]}}