{"data":{"id":"1b88fcb1-6585-4d36-9bd9-8e696615d280","title":"CVE-2022-23568: Tensorflow is an Open Source Machine Learning Framework. The implementation of `AddManySparseToTensorsMap` is…","summary":"TensorFlow's implementation of `AddManySparseToTensorsMap` is vulnerable to an integer overflow. The overflow causes a `CHECK`-fail when new `TensorShape` objects are built, enabling a denial of service through an assert failure. The flaw stems from missing validation of input tensor shapes and from constructing a large `TensorShape` directly from user-provided dimensions.","solution":"Fixed in TensorFlow 2.8.0. The fix 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-2022-23568","publishedAt":"2022-02-03T17:15:08.177Z","cveId":"CVE-2022-23568","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 denial of service via integer overflow in AddManySparseToTensorsMap","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00807,"epssCheckedAt":"2026-11-04T18:09:14.608Z","kevDateAdded":null,"advisoryAliases":["GHSA-6445-fm66-fvq2"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:58:50.117Z","patchAvailable":true,"disclosureDate":null,"fixReleasedAt":"2022-02-02T16:55:58.910Z","daysToFix":-1,"fixCheckedAt":"2026-10-29T21:49:34.303Z","capecIds":null,"crossRefCount":0,"attackSophistication":"trivial","impactType":["availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.9,"researchCategory":null,"atlasIds":null,"fixes":[{"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":"2026-10-29T21:49:34.149Z"},{"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":"2026-10-29T21:49:34.149Z"},{"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":"2026-10-29T21:49:34.149Z"},{"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":"2026-10-29T21:49:34.149Z"},{"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":"2026-10-29T21:49:34.149Z"},{"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":"2026-10-29T21:49:34.149Z"},{"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":"2026-10-29T21:49:34.149Z"},{"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":"2026-10-29T21:49:34.149Z"},{"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":"2026-10-29T21:49:34.149Z"}]}}