{"data":{"id":"8983f26d-86f2-4cfd-891f-1aedf3eaae3f","title":"CVE-2022-23567: Tensorflow is an Open Source Machine Learning Framework. The implementations of `Sparse*Cwise*` ops are vulnerable to…","summary":"TensorFlow's implementations of the `Sparse*Cwise*` ops are vulnerable to integer overflows. An attacker can trigger large allocations, causing out-of-memory denial of service, or cause `CHECK`-fails when building new `TensorShape` objects, causing assert-failure denial of service. The root cause is missing validation of input tensor shapes and direct construction of large `TensorShape` objects from user-provided dimensions.","solution":"The fix will be included in TensorFlow 2.8.0. The commit will also be cherry-picked to TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2022-23567","publishedAt":"2022-02-03T17:15:08.117Z","cveId":"CVE-2022-23567","cweIds":["CWE-190","CWE-190"],"cvssScore":"6.5","cvssSeverity":"medium","severity":"medium","attackType":["denial_of_service"],"issueType":"vulnerability","affectedPackages":["tensorflow@< 2.5.3 (fixed: 2.5.3)","tensorflow@>= 2.6.0, < 2.6.3 (fixed: 2.6.3)","tensorflow@= 2.7.0 (fixed: 2.7.1)","tensorflow-cpu@< 2.5.3 (fixed: 2.5.3)","tensorflow-cpu@>= 2.6.0, < 2.6.3 (fixed: 2.6.3)","tensorflow-cpu@= 2.7.0 (fixed: 2.7.1)","tensorflow-gpu@< 2.5.3 (fixed: 2.5.3)","tensorflow-gpu@>= 2.6.0, < 2.6.3 (fixed: 2.6.3)","tensorflow-gpu@= 2.7.0 (fixed: 2.7.1)"],"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 integer overflow in Sparse*Cwise* ops enables denial of service","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.01106,"epssCheckedAt":"2026-11-04T12:08:33.950Z","kevDateAdded":null,"advisoryAliases":["GHSA-rrx2-r989-2c43"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:58:50.636Z","patchAvailable":true,"disclosureDate":null,"fixReleasedAt":"2022-02-02T16:55:58.910Z","daysToFix":-1,"fixCheckedAt":"2026-10-29T21:49:35.071Z","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":"2.7.1","matchedVersion":"2.7.1","fixReleasedAt":"2022-02-02T17:04:59.397Z","daysToFix":-1,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:49:34.919Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.5.3","matchedVersion":"2.5.3","fixReleasedAt":"2022-02-02T16:56:59.291Z","daysToFix":-1,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:49:34.919Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.7.1","matchedVersion":"2.7.1","fixReleasedAt":"2022-02-02T16:58:42.928Z","daysToFix":-1,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:49:34.919Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.6.3","matchedVersion":"2.6.3","fixReleasedAt":"2022-02-02T16:57:11.096Z","daysToFix":-1,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:49:34.919Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.6.3","matchedVersion":"2.6.3","fixReleasedAt":"2022-02-02T16:56:09.440Z","daysToFix":-1,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:49:34.919Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.7.1","matchedVersion":"2.7.1","fixReleasedAt":"2022-02-02T17:00:16.748Z","daysToFix":-1,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:49:34.919Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.5.3","matchedVersion":"2.5.3","fixReleasedAt":"2022-02-02T16:55:58.910Z","daysToFix":-1,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:49:34.919Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.5.3","matchedVersion":"2.5.3","fixReleasedAt":"2022-02-02T17:00:33.101Z","daysToFix":-1,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:49:34.919Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.6.3","matchedVersion":"2.6.3","fixReleasedAt":"2022-02-02T17:00:49.166Z","daysToFix":-1,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:49:34.919Z"}]}}