{"data":{"id":"24909d62-92da-4126-9089-78b614539fd2","title":"CVE-2022-23581: Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a den","summary":"A vulnerability in TensorFlow (an open source machine learning framework) exists in the Grappler optimizer, which can be exploited to cause a denial of service (making a system unavailable by overloading it) by modifying a SavedModel file so that a function called IsSimplifiableReshape triggers CHECK failures (unexpected error conditions that crash the program).","solution":"The fix will be included in TensorFlow 2.8.0. Patches will also be cherry-picked (backported to earlier versions) for TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, which are still in the supported range.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2022-23581","publishedAt":"2022-02-05T04:15:14.713Z","cveId":"CVE-2022-23581","cweIds":["CWE-617"],"cvssScore":"6.5","cvssSeverity":"medium","severity":"medium","attackType":["denial_of_service"],"issueType":"vulnerability","affectedPackages":null,"affectedVendors":["NVIDIA"],"affectedVendorsRaw":["TensorFlow"],"classifierModel":"claude-haiku-4-5-20251001","classifierPromptVersion":"v3","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00476,"patchAvailable":null,"disclosureDate":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.95,"researchCategory":null,"atlasIds":null}}