{"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 den","summary":"TensorFlow (an open source machine learning framework) has a vulnerability in its Grappler optimizer (a tool that improves how machine learning models run) that allows attackers to cause a denial of service (making the system stop working) by modifying a SavedModel (a saved machine learning model) in a way that triggers crashes. This vulnerability affects multiple versions of TensorFlow.","solution":"The fix will be included in TensorFlow 2.8.0. TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3 will also receive the fix through a cherrypick (applying the same fix to older supported versions).","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":null,"affectedVendors":[],"affectedVendorsRaw":["TensorFlow"],"classifierModel":"claude-haiku-4-5-20251001","classifierPromptVersion":"v3","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00232,"patchAvailable":null,"disclosureDate":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.95,"researchCategory":null,"atlasIds":null}}