AI Security Threat Feed

Latest CVEs affecting AI/ML systems — LLM frameworks, ML libraries, AI agents, vector databases, and inference servers. Vulnerabilities are tracked from NVD, GitHub Advisory, CISA KEV, MITRE ATLAS, and enriched with CVSS, EPSS, exploitation confidence, AI-component classification, and compliance mappings to ISO 42001, EU AI Act, NIST AI RMF, and OWASP LLM Top 10. Updated continuously as new CVEs are published.

Each CVE is enriched with
  • CVSS severity
  • EPSS exploit probability
  • Exploitation confidence
  • AI-component classification
  • Compliance mappings
2,371

AI/ML CVEs Tracked

344

Critical

449

New This Week

18

In CISA KEV

Latest AI Security Threats

Showing 20 of 2371 results
Severity CVE ID Summary CVSS EPSS Package Date
HIGH CVE-2021-37676 TensorFlow: null ptr deref in SparseFillEmptyRows op 7.8 0.2% tensorflow Aug 12 MEDI E CVE-2021-37675 TensorFlow: DoS via division by zero in conv ops 5.5 0.2% tensorflow Aug 12 HIGH CVE-2021-37671 TensorFlow: null-ptr deref in Map ops, local C/I/A:High 7.8 0.2% tensorflow Aug 12 HIGH CVE-2021-37667 TensorFlow: UnicodeEncode null deref, local code exec 7.8 0.2% tensorflow Aug 12 HIGH CVE-2021-37666 TensorFlow: null-ptr deref in RaggedTensorToVariant op 7.8 0.2% tensorflow Aug 12 HIGH CVE-2021-37652 TensorFlow: double-free in BoostedTrees, code exec 7.8 0.2% tensorflow Aug 12 HIGH CVE-2021-37648 TensorFlow SaveV2: null ptr deref, local crash/RCE 7.8 0.2% tensorflow Aug 12 HIGH CVE-2021-37664 TensorFlow: heap OOB read in BoostedTrees ops 7.1 0.2% tensorflow Aug 12 HIGH CVE-2021-37662 TensorFlow: null deref in BoostedTrees training ops 7.8 0.2% tensorflow Aug 12 MEDI CVE-2021-37661 TensorFlow: integer sign conversion DoS in boosted trees 5.5 0.2% tensorflow Aug 12 HIGH CVE-2021-37659 TensorFlow: heap OOB in cwise ops enables local RCE 7.8 0.2% tensorflow Aug 12 HIGH CVE-2021-37658 TensorFlow: null ptr deref in MatrixSetDiagV ops 7.8 0.2% tensorflow Aug 12 HIGH CVE-2021-37657 TensorFlow: null ptr deref in MatrixDiagV ops 7.8 0.2% tensorflow Aug 12 HIGH CVE-2021-37656 TensorFlow: null ptr deref in RaggedTensorToSparse op 7.8 0.2% tensorflow Aug 12 HIGH CVE-2021-37655 TensorFlow: OOB heap read in ResourceScatterUpdate 7.3 0.2% tensorflow Aug 12 HIGH CVE-2021-37654 TensorFlow: OOB read/crash via ResourceGather batch_dims 7.1 0.2% tensorflow Aug 12 HIGH CVE-2021-37651 TensorFlow: heap OOB r/w in FractionalAvgPoolGrad op 7.8 0.2% tensorflow Aug 12 HIGH CVE-2021-37650 TensorFlow: heap overflow in DatasetToTFRecord ops 7.8 0.2% tensorflow Aug 12 MEDI CVE-2021-37646 TensorFlow: StringNGrams integer overflow triggers DoS 5.5 0.2% tensorflow Aug 12 MEDI CVE-2021-37645 TensorFlow: integer overflow in quantize grad causes DoS 5.5 0.2% tensorflow Aug 12

Frequently asked questions

What is an AI security threat feed?

An AI security threat feed is a continuously updated stream of vulnerabilities (CVEs) affecting AI and machine-learning systems — LLM frameworks, ML libraries, AI agents, vector databases, and inference servers — filtered out of the broader CVE firehose and enriched for relevance.

Which sources are the AI CVEs tracked from?

CVEs are tracked from NVD, GitHub Advisory, CISA KEV, and MITRE ATLAS, then enriched with CVSS, EPSS, exploitation confidence, AI-component classification, and compliance mappings.

What AI systems do these vulnerabilities affect?

Coverage spans LLM frameworks, ML libraries, AI agents, vector databases, and inference servers — the components most security teams now run in production.

How often is the AI threat feed updated?

The feed updates continuously as new CVEs are published and enriched, so the most recent AI/ML vulnerabilities appear at the top.

Is the AI security feed free?

Yes — the public feed is free to browse. A Pro subscription adds breaking alerts, MITRE ATLAS mappings, compliance reports (ISO 42001, EU AI Act), and full CISO analysis.

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