{"data":{"id":"a52fe40d-e871-4ba5-9fac-fd4ac081238a","title":"CVE-2022-36018: TensorFlow is an open source platform for machine learning. If `RaggedTensorToVariant` is given a `rt_nested_splits`…","summary":"TensorFlow's `RaggedTensorToVariant` crashes on a `CHECK` failure when `rt_nested_splits` contains tensors whose ranks are not one. The flaw can be triggered to cause a denial of service. The affected release line is identified in the source by its version numbers.","solution":"Patched in GitHub commit 88f93dfe691563baa4ae1e80ccde2d5c7a143821. The fix will be included in TensorFlow 2.10.0 and cherry-picked to TensorFlow 2.9.1, 2.8.1 and 2.7.2.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2022-36018","publishedAt":"2022-09-17T02:15:11.827Z","cveId":"CVE-2022-36018","cweIds":["CWE-617","CWE-617"],"cvssScore":"5.9","cvssSeverity":"medium","severity":"medium","attackType":["denial_of_service"],"issueType":"vulnerability","affectedPackages":["tensorflow@< 2.7.2 (fixed: 2.7.2)","tensorflow@>= 2.8.0, < 2.8.1 (fixed: 2.8.1)","tensorflow@>= 2.9.0, < 2.9.1 (fixed: 2.9.1)","tensorflow-cpu@< 2.7.2 (fixed: 2.7.2)","tensorflow-cpu@>= 2.8.0, < 2.8.1 (fixed: 2.8.1)","tensorflow-cpu@>= 2.9.0, < 2.9.1 (fixed: 2.9.1)","tensorflow-gpu@< 2.7.2 (fixed: 2.7.2)","tensorflow-gpu@>= 2.8.0, < 2.8.1 (fixed: 2.8.1)","tensorflow-gpu@>= 2.9.0, < 2.9.1 (fixed: 2.9.1)"],"affectedPackageNames":["tensorflow","tensorflow-cpu","tensorflow-gpu"],"affectedPackageRefs":["pypi:tensorflow","pypi:tensorflow-cpu","pypi:tensorflow-gpu"],"affectedVendors":[],"affectedVendorsRaw":["TensorFlow"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":"TensorFlow denial of service through RaggedTensorToVariant with malformed splits","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00462,"epssCheckedAt":"2026-11-04T12:08:35.001Z","kevDateAdded":null,"advisoryAliases":["GHSA-m6cv-4fmf-66xf"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:57:49.611Z","patchAvailable":true,"disclosureDate":null,"fixReleasedAt":"2022-05-16T18:54:48.982Z","daysToFix":-124,"fixCheckedAt":"2026-10-29T21:48:08.007Z","capecIds":null,"crossRefCount":0,"attackSophistication":"trivial","impactType":["availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.9,"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":-124,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:48:07.847Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.7.2","matchedVersion":"2.7.2","fixReleasedAt":"2022-05-16T18:59:09.959Z","daysToFix":-124,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:48:07.847Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.8.1","matchedVersion":"2.8.1","fixReleasedAt":"2022-05-16T19:21:57.289Z","daysToFix":-124,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:48:07.847Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.8.1","matchedVersion":"2.8.1","fixReleasedAt":"2022-05-16T19:27:17.566Z","daysToFix":-124,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:48:07.847Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.9.1","matchedVersion":"2.9.1","fixReleasedAt":"2022-05-23T17:28:56.219Z","daysToFix":-117,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:48:07.847Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.8.1","matchedVersion":"2.8.1","fixReleasedAt":"2022-05-16T19:23:13.921Z","daysToFix":-124,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:48:07.847Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.9.1","matchedVersion":"2.9.1","fixReleasedAt":"2022-05-23T17:21:49.277Z","daysToFix":-117,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:48:07.847Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.9.1","matchedVersion":"2.9.1","fixReleasedAt":"2022-05-23T17:23:58.466Z","daysToFix":-117,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:48:07.847Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.7.2","matchedVersion":"2.7.2","fixReleasedAt":"2022-05-16T18:54:48.982Z","daysToFix":-124,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:48:07.847Z"}]}}