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
2,390

AI/ML CVEs Tracked

342

Critical

360

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 1028 results — High severity
Severity CVE ID Summary CVSS EPSS Package Date
HIGH E CVE-2021-41219 TensorFlow: heap OOB in sparse matrix multiply 7.8 0.2% tensorflow Nov 5 HIGH E CVE-2021-41214 TensorFlow: null deref in ragged ops, local RCE 7.8 0.2% tensorflow Nov 5 HIGH E CVE-2021-41212 TensorFlow: heap OOB read in ragged.cross shape inference 7.1 0.2% tensorflow Nov 5 HIGH E CVE-2021-41211 TensorFlow: heap OOB read in QuantizeV2 shape inference 7.1 0.2% tensorflow Nov 5 HIGH E CVE-2021-41205 TensorFlow: heap OOB read in quantize ops, DoS+leak 7.1 0.1% tensorflow Nov 5 HIGH E CVE-2021-41203 TensorFlow: malformed checkpoint triggers overflow/crash 7.8 0.2% tensorflow Nov 5 HIGH E CVE-2021-41210 TensorFlow: heap OOB read in SparseCountSparseOutput 7.1 0.1% tensorflow Nov 5 HIGH E CVE-2021-41201 TensorFlow: uninitialized var in Einsum allows local RCE 7.8 0.2% tensorflow Nov 5 HIGH CVE-2021-39160 nbgitpuller: RCE via OS command injection in git URLs 8.8 1.7% — Aug 30 HIGH CVE-2021-37682 TFLite: uninitialized quant params corrupt inference 7.1 0.2% tensorflow Aug 12 HIGH CVE-2021-37679 TensorFlow: heap over-read leaks memory via RaggedTensor 7.8 0.2% tensorflow Aug 12 HIGH E CVE-2021-37678 TensorFlow/Keras: RCE via YAML model deserialization 8.8 0.5% tensorflow Aug 12 HIGH CVE-2021-37665 TensorFlow MKL: null-ptr/heap-OOB in requantization ops 7.8 0.2% tensorflow Aug 12 HIGH CVE-2021-37663 TensorFlow: QuantizeV2 heap OOB/null-deref in quantization 7.8 0.2% tensorflow Aug 12 HIGH CVE-2021-37681 TensorFlow Lite: null ptr deref crashes SVDF inference 7.8 0.2% tensorflow Aug 12 HIGH CVE-2021-37676 TensorFlow: null ptr deref in SparseFillEmptyRows op 7.8 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

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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