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
2,415

AI/ML CVEs Tracked

350

Critical

296

New This Week

18

In CISA KEV

Latest AI Security Threats

Showing 20 of 852 results — Medium severity
Severity CVE ID Summary CVSS EPSS Package Date
MEDI CVE-2026-32001 OpenClaw: auth bypass enables unauthorized node role injection 5.4 0.3% OpenClaw Mar 19 MEDI CVE-2026-31999 OpenClaw: CWD injection enables integrity loss on Windows 6.3 0.2% OpenClaw Mar 19 MEDI CVE-2026-31997 OpenClaw: post-approval PATH rebind enables arbitrary RCE 6.0 0.1% OpenClaw Mar 19 MEDI CVE-2026-31996 OpenClaw: safeBins bypass allows file read/write 4.4 0.1% OpenClaw Mar 19 MEDI CVE-2026-31995 OpenClaw: cmd injection via Windows shell fallback 5.3 0.5% OpenClaw Mar 19 MEDI CVE-2026-31993 OpenClaw: exec approval bypass allows RCE on macOS 4.8 0.3% OpenClaw Mar 19 MEDI CVE-2026-31990 OpenClaw: symlink traversal enables arbitrary file write 6.1 0.1% OpenClaw Mar 19 MEDI CVE-2026-29608 OpenClaw: argv rewrite bypasses approval, enables RCE 6.7 0.1% OpenClaw Mar 19 MEDI CVE-2026-29607 OpenClaw: auth bypass enables unapproved RCE via wrapper 6.8 0.4% OpenClaw Mar 19 MEDI CVE-2026-28449 OpenClaw: webhook replay triggers duplicate agent actions 6.5 0.3% OpenClaw Mar 19 MEDI CVE-2026-27670 OpenClaw: TOCTOU race enables arbitrary file write in agents 5.3 0.1% OpenClaw Mar 19 MEDI CVE-2026-22176 OpenClaw: cmd injection in Windows task script generation 6.1 0.6% OpenClaw Mar 19 MEDI CVE-2026-27545 OpenClaw versions prior to 2026.2.26 contain an... 6.1 0.1% OpenClaw Mar 18 MEDI CVE-2026-27524 OpenClaw: prototype pollution bypasses command gate 4.3 0.2% OpenClaw Mar 18 MEDI CVE-2026-27523 OpenClaw: sandbox path traversal bypasses bind isolation 6.1 0.3% OpenClaw Mar 18 MEDI CVE-2026-27522 OpenClaw: path traversal enables arbitrary file read via media actions 6.5 0.4% OpenClaw Mar 18 MEDI CVE-2026-22217 OpenClaw: $SHELL env hijack enables arbitrary code execution 6.1 0.1% OpenClaw Mar 18 MEDI CVE-2026-22180 OpenClaw: path traversal enables arbitrary file writes 5.3 0.1% OpenClaw Mar 18 MEDI CVE-2026-22178 OpenClaw versions prior to 2026.2.19 construct... 6.5 0.3% OpenClaw Mar 18 MEDI CVE-2026-22174 OpenClaw versions prior to 2026.2.22 inject the... 6.8 0.1% OpenClaw Mar 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.

Need deeper analysis?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

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