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
3,630

AI/ML CVEs Tracked

485

Critical

100

New This Week

25

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 2358 results — no patch
Severity CVE ID Summary CVSS EPSS Package Date
LOW CVE-2026-31991 OpenClaw: auth bypass via DM pairing grants group access 3.7 0.2% OpenClaw Mar 19 MEDI CVE-2026-31990 OpenClaw: symlink traversal enables arbitrary file write 6.1 0.1% OpenClaw Mar 19 HIGH CVE-2026-31989 OpenClaw: SSRF in citation redirect exposes internal network 7.4 0.2% 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 HIGH CVE-2026-28461 OpenClaw: webhook DoS via memory exhaustion 7.5 0.4% OpenClaw Mar 19 HIGH CVE-2026-28460 OpenClaw: allowlist bypass enables OS command execution 7.1 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 HIGH CVE-2026-27566 OpenClaw: allowlist bypass enables arbitrary OS command exec 7.1 0.4% OpenClaw Mar 19 MEDI CVE-2026-22176 OpenClaw: cmd injection in Windows task script generation 6.1 0.6% OpenClaw Mar 19 HIGH E CVE-2026-33155 deepdiff: DoS causes service disruption — 0.5% — Mar 18 CRIT E CVE-2026-28500 onnx: Integrity Verification bypass enables tampering 9.1 0.3% onnx Mar 18 MEDI CVE-2026-27545 OpenClaw: symlink race bypasses agent run approval 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 HIGH CVE-2026-22181 OpenClaw: SSRF guard bypass exposes internal services 7.6 0.2% OpenClaw Mar 18 MEDI CVE-2026-22180 OpenClaw: path traversal enables arbitrary file writes 5.3 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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