{"data":{"id":"a210155f-31a4-4ebb-98e5-c4b33beb43a5","title":"CVE-2022-23590: Tensorflow is an Open Source Machine Learning Framework. A `GraphDef` from a TensorFlow `SavedModel` can be maliciously…","summary":"CVE-2022-23590 affects TensorFlow. A GraphDef inside a TensorFlow SavedModel can be maliciously altered so that a TensorFlow process crashes when it encounters a StatusOr value holding an error and forcibly extracts the value from it. The source says both TensorFlow 2.8.0 and TensorFlow 2.7.1 are affected.","solution":"Patched in multiple GitHub commits, to be included in TensorFlow 2.8.0 and TensorFlow 2.7.1.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2022-23590","publishedAt":"2022-02-05T04:15:15.200Z","cveId":"CVE-2022-23590","cweIds":["CWE-754"],"cvssScore":"5.9","cvssSeverity":"medium","severity":"medium","attackType":["denial_of_service"],"issueType":"vulnerability","affectedPackages":["tensorflow@< 2.7.1 (fixed: 2.7.1)","tensorflow-cpu@< 2.7.1 (fixed: 2.7.1)","tensorflow-gpu@< 2.7.1 (fixed: 2.7.1)"],"affectedPackageNames":["tensorflow","tensorflow-cpu","tensorflow-gpu"],"affectedPackageRefs":["pypi:tensorflow","pypi:tensorflow-cpu","pypi:tensorflow-gpu"],"affectedVendors":["Google"],"affectedVendorsRaw":["TensorFlow","TensorFlow SavedModel"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":"TensorFlow crash from malicious GraphDef in SavedModel","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00981,"epssCheckedAt":"2026-11-04T12:08:34.749Z","kevDateAdded":null,"advisoryAliases":["GHSA-pqrv-8r2f-7278"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:58:27.084Z","patchAvailable":true,"disclosureDate":null,"fixReleasedAt":"2022-02-02T16:58:42.928Z","daysToFix":-3,"fixCheckedAt":"2026-10-29T21:49:01.844Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","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":"2026-10-29T21:49:01.682Z"},{"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":"2026-10-29T21:49:01.682Z"},{"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":"2026-10-29T21:49:01.682Z"}]}}