{"data":{"id":"3ce21ee8-720d-46d4-9218-43fa4f691946","title":"CVE-2022-23580: Tensorflow is an Open Source Machine Learning Framework. During shape inference, TensorFlow can allocate a large vector ","summary":"TensorFlow, an open-source machine learning framework, has a vulnerability in its shape inference process where it can allocate a large vector based on user-controlled input, potentially causing uncontrolled resource consumption (using excessive memory or CPU). This happens because the system doesn't properly validate the size of data requested by users.","solution":"The fix will be included in TensorFlow 2.8.0. The vulnerability is also being patched in 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-2022-23580","publishedAt":"2022-02-05T04:15:14.657Z","cveId":"CVE-2022-23580","cweIds":["CWE-400","CWE-1284"],"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":0.00301,"patchAvailable":null,"disclosureDate":null,"capecIds":["CAPEC-125","CAPEC-130"],"crossRefCount":0,"attackSophistication":"moderate","impactType":["availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.95,"researchCategory":null,"atlasIds":null}}