{"data":{"id":"55837125-42fb-47f2-882a-5e28561c3e40","title":"CVE-2022-23579: Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a…","summary":"CVE-2022-23579 affects TensorFlow's Grappler optimizer. An attacker can alter a `SavedModel` so that `SafeToRemoveIdentity` triggers `CHECK` failures, causing a denial of service.","solution":"The fix will be included in TensorFlow 2.8.0. The commit will also be cherrypicked to TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2022-23579","publishedAt":"2022-02-05T04:15:14.603Z","cveId":"CVE-2022-23579","cweIds":["CWE-617"],"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 altered SavedModel in Grappler optimizer","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00828,"epssCheckedAt":"2026-11-04T06:10:14.970Z","kevDateAdded":null,"advisoryAliases":["GHSA-5f2r-qp73-37mr"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:58:33.152Z","patchAvailable":true,"disclosureDate":null,"fixReleasedAt":"2022-02-02T16:55:58.910Z","daysToFix":-3,"fixCheckedAt":"2026-10-29T21:49:10.774Z","capecIds":null,"crossRefCount":0,"attackSophistication":"trivial","impactType":["availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.9,"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":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:49:10.617Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.7.1","matchedVersion":"2.7.1","fixReleasedAt":"2022-02-02T16:58:42.928Z","daysToFix":-3,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:49:10.617Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.5.3","matchedVersion":"2.5.3","fixReleasedAt":"2022-02-02T17:00:33.101Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:49:10.617Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.7.1","matchedVersion":"2.7.1","fixReleasedAt":"2022-02-02T17:00:16.748Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:49:10.617Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.6.3","matchedVersion":"2.6.3","fixReleasedAt":"2022-02-02T16:56:09.440Z","daysToFix":-3,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:49:10.617Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.5.3","matchedVersion":"2.5.3","fixReleasedAt":"2022-02-02T16:56:59.291Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:49:10.617Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.6.3","matchedVersion":"2.6.3","fixReleasedAt":"2022-02-02T17:00:49.166Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:49:10.617Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.5.3","matchedVersion":"2.5.3","fixReleasedAt":"2022-02-02T16:55:58.910Z","daysToFix":-3,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:49:10.617Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.6.3","matchedVersion":"2.6.3","fixReleasedAt":"2022-02-02T16:57:11.096Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:49:10.617Z"}]}}