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
2,393

AI/ML CVEs Tracked

342

Critical

305

New This Week

18

In CISA KEV

Latest AI Security Threats

Showing 20 of 1029 results — High severity
Severity CVE ID Summary CVSS EPSS Package Date
HIGH CVE-2023-25669 TensorFlow: DoS via AvgPoolGrad invalid stride params 7.5 0.4% tensorflow Mar 25 HIGH E CVE-2023-25667 TensorFlow: integer overflow DoS in video frame decoding 7.5 0.3% tensorflow Mar 25 HIGH CVE-2023-25666 TensorFlow: FPE in AudioSpectrogram causes DoS 7.5 0.4% tensorflow Mar 25 HIGH E CVE-2023-25665 TensorFlow: null ptr deref DoS via sparse tensors 7.5 0.4% tensorflow Mar 25 HIGH CVE-2023-25663 TensorFlow: null ptr deref crashes inference serving 7.5 0.4% tensorflow Mar 25 HIGH CVE-2023-25662 TensorFlow: integer overflow in EditDistance causes DoS 7.5 0.4% tensorflow Mar 25 HIGH CVE-2023-25660 TensorFlow: null ptr deref in Print op allows remote DoS 7.5 0.4% tensorflow Mar 25 HIGH CVE-2023-25659 TensorFlow: OOB read in DynamicStitch enables DoS 7.5 0.4% tensorflow Mar 25 HIGH CVE-2023-25658 TensorFlow: OOB read in GRUBlockCellGrad causes DoS 7.5 0.4% tensorflow Mar 25 HIGH CVE-2022-41911 TensorFlow: type confusion DoS via bool cast in tensors 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41909 TensorFlow: remote DoS via malformed tensor input 7.5 0.5% tensorflow Nov 18 HIGH E CVE-2022-41908 TensorFlow: DoS via invalid UTF-8 input to PyFunc op 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41907 TensorFlow: integer overflow in ResizeNearestNeighborGrad → DoS 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41901 TensorFlow: DoS via SparseMatrixNNZ CHECK assertion fail 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41899 TensorFlow: SdcaOptimizer DoS via malformed tensor rank 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41898 TensorFlow: DoS crash via empty SparseFillEmptyRowsGrad inputs 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41897 TensorFlow: OOB read in FractionMaxPoolGrad causes DoS 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41896 TensorFlow: DoS via oversized filterbank_channel_count 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41895 TensorFlow: heap OOB in MirrorPadGrad causes DoS 7.5 0.4% tensorflow Nov 18 HIGH E CVE-2022-41894 TensorFlow Lite: buffer overflow in CONV_3D_TRANSPOSE op 8.1 0.5% tensorflow Nov 18

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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