AI Threat Alert

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.

Sources
Each CVE is enriched with
  • CVSS severity
  • EPSS exploit probability
  • Exploitation confidence
  • AI-component classification
  • Compliance mappings
2,375

AI/ML CVEs Tracked

336

Critical

408

New This Week

18

In CISA KEV

Sort: Date CVSS EPSS KEV first Most exploited
Filter: All Critical High Medium KEV only Active exploitation Has patch No patch

Latest AI Security Threats

Showing 20 of 2375 results
Severity CVE ID Summary CVSS EPSS Package Date
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 MEDI CVE-2021-37644 TensorFlow: DoS via negative TensorListReserve input 5.5 0.2% tensorflow Aug 12 HIGH CVE-2021-37641 TensorFlow: RaggedGather OOB read - heap leak + DoS 7.1 0.2% tensorflow Aug 12 HIGH CVE-2021-37635 TensorFlow: heap OOB read in sparse reduction ops 7.1 0.2% tensorflow Aug 12 MEDI CVE-2021-37649 TensorFlow: null ptr deref crashes inference via bad tensor 5.5 0.2% tensorflow Aug 12 MEDI CVE-2021-37647 TensorFlow: null deref in SparseTensor ops causes DoS 5.5 0.2% tensorflow Aug 12 HIGH CVE-2021-37643 TensorFlow: null deref in MatrixDiagPartOp, DoS risk 7.1 0.2% tensorflow Aug 12 HIGH CVE-2021-37639 TensorFlow: heap OOB read via tensor restore API 7.8 0.2% tensorflow Aug 12 HIGH CVE-2021-37638 TensorFlow: null ptr deref in RaggedTensorToTensor op 7.8 0.2% tensorflow Aug 12 MEDI CVE-2021-37637 TensorFlow: null ptr dereference in CompressElement (DoS) 5.5 0.2% tensorflow Aug 12 MEDI CVE-2021-37660 TensorFlow: DoS via divide-by-zero in inplace ops 5.5 0.2% tensorflow Aug 12 MEDI CVE-2021-37653 TensorFlow: DoS via divide-by-zero in ResourceGather op 5.5 0.2% tensorflow Aug 12 MEDI CVE-2021-37642 TensorFlow: ResourceScatterDiv div-by-zero enables DoS 5.5 0.2% tensorflow Aug 12 MEDI CVE-2021-37640 TensorFlow: SparseReshape div-by-zero crashes ML pipelines 5.5 0.2% tensorflow Aug 12 MEDI CVE-2021-37636 TensorFlow: div-by-zero DoS in SparseDenseCwiseDiv op 5.5 0.2% tensorflow Aug 12 CRIT E CVE-2021-35958 TensorFlow: path traversal in get_file allows file overwrite 9.1 1.9% tensorflow Jun 30 MEDI E CVE-2021-29619 TensorFlow: DoS via invalid SparseCount op args 5.5 0.2% tensorflow May 14

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.

Need deeper analysis?

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