{"data":{"id":"fef30972-bfb0-4c78-8f04-0d7842f766a5","title":"CVE-2021-29581: TensorFlow is an end-to-end open source platform for machine learning. Due to lack of validation in `tf.raw_ops.CTCBeamS","summary":"TensorFlow, a machine learning platform, has a vulnerability in one of its functions (`tf.raw_ops.CTCBeamSearchDecoder`) that fails to check if input data is empty before processing it. When an attacker provides empty input, the software crashes (segmentation fault, which is when a program tries to read from memory it shouldn't access), causing a denial of service (making the system unavailable).","solution":"The fix will be included in TensorFlow 2.5.0. The developers will also apply this fix to TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3, and TensorFlow 2.1.4, which are still supported versions.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2021-29581","publishedAt":"2021-05-15T00:15:14.343Z","cveId":"CVE-2021-29581","cweIds":["CWE-908"],"cvssScore":"2.5","cvssSeverity":"low","severity":"low","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":0.00015,"patchAvailable":null,"disclosureDate":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.95,"researchCategory":null,"atlasIds":null}}