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
4,307

AI/ML CVEs Tracked

533

Critical

95

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 2876 results — no patch
SeverityCVE IDSummaryCVSSEPSSPackageDate
CRITCVE-2022-35937TensorFlow: GatherNd OOB read crashes inference servers9.10.6%tensorflowSep 16HIGHECVE-2022-35935TensorFlow: DoS via SobolSample CHECK-failure7.50.5%tensorflowSep 16HIGHECVE-2022-35934TensorFlow: tf.reshape DoS via integer overflow7.50.5%tensorflowSep 16MEDICVE-2022-35918Streamlit: path traversal leaks server filesystem6.51.8%streamlitAug 1HIGHECVE-2022-29216TensorFlow CLI: eval() injection enables reverse shell7.80.5%tensorflowMay 21MEDIECVE-2022-29213TensorFlow: input validation DoS in FFT signal ops5.50.3%tensorflowMay 21MEDIECVE-2022-29212TensorFlow Lite: quantization assert crash (DoS)5.50.3%tensorflowMay 21MEDIECVE-2022-29211TensorFlow: NaN input crashes histogram op (CPU DoS)5.50.3%tensorflowMay 21MEDICVE-2022-29210TensorFlow: heap OOB in TensorKey causes DoS5.50.2%tensorflowMay 21MEDIECVE-2022-29209TensorFlow: CHECK macro type confusion causes DoS5.50.4%tensorflowMay 21HIGHECVE-2022-29208TensorFlow: OOB write in EditDistance enables local DoS7.10.4%tensorflowMay 20MEDIECVE-2022-29206TensorFlow: SparseTensorDenseAdd null ptr deref DoS5.50.4%tensorflowMay 20MEDIECVE-2022-29205TensorFlow: NULL deref DoS via compat.v1 ops5.50.3%tensorflowMay 20MEDIECVE-2022-29204TensorFlow: DoS via UnsortedSegmentJoin input validation5.50.4%tensorflowMay 20MEDIECVE-2022-29203TensorFlow: DoS via SpaceToBatchND integer overflow5.50.3%tensorflowMay 20MEDIECVE-2022-29202TensorFlow: DoS via ragged tensor memory exhaustion5.50.3%tensorflowMay 20MEDIECVE-2022-29201TensorFlow: QuantizedConv2D null deref crashes model server5.50.3%tensorflowMay 20MEDIECVE-2022-29207TensorFlow: null-ptr deref in eager mode causes DoS5.50.3%tensorflowMay 20MEDIECVE-2022-29200TensorFlow: LSTMBlockCell DoS via invalid tensor rank5.50.3%tensorflowMay 20MEDIECVE-2022-29199TensorFlow: CHECK-fail DoS in LoadAndRemapMatrix op5.50.3%tensorflowMay 20

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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