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
3,018

AI/ML CVEs Tracked

424

Critical

113

New This Week

19

In CISA KEV

Latest AI Security Threats

Showing 20 of 3018 results
Severity CVE ID Summary CVSS EPSS Package Date
CRIT CVE-2026-13446 Langflow: hard-coded credentials enable takeover 9.8 0.2% langflow Jul 17 HIGH CVE-2026-13445 Langflow: SaveToFile flaw breaks user storage isolation 8.1 0.2% langflow Jul 17 CRIT CVE-2026-8859 Langflow: path traversal writes arbitrary files 9.9 0.4% langflow Jul 17 CRIT CVE-2026-8635 Langflow: DB manipulation escalates to superuser RCE 9.9 0.3% langflow Jul 17 CRIT CVE-2026-8505 Langflow: webhook auth bypass enables unauth RCE 9.8 0.6% langflow Jul 17 CRIT CVE-2026-8481 Langflow: unsandboxed exec() enables full RCE 9.9 0.5% langflow Jul 17 CRIT CVE-2026-8476 Langflow: pickle deserialization RCE via disk cache (CVSS 9.9) 9.9 0.5% langflow Jul 17 HIGH CVE-2026-8056 Langflow: auth'd param injection via apply_tweaks() enables code exec 8.8 0.3% langflow Jul 17 HIGH CVE-2026-7872 Langflow: path traversal enables auth token forgery 8.1 0.4% langflow Jul 17 HIGH CVE-2026-7755 Langflow: MCP config validation gap enables RCE 8.8 0.4% langflow Jul 17 MEDI CVE-2026-7754 Langflow: SSRF via incomplete protection bypass 6.5 0.2% langflow Jul 17 HIGH CVE-2026-7667 Langflow: path traversal in flow URLs enables file write 8.8 0.4% langflow Jul 17 HIGH CVE-2026-14499 Langflow: command execution via Python Interpreter flaw 8.8 0.4% langflow Jul 17 CRIT CVE-2026-13448 Langflow: unauthenticated RCE via public flow endpoint 9.8 0.5% langflow Jul 17 CRIT CVE-2026-9135 Langflow: code injection bypasses ToolGuard, enables RCE 9.9 0.4% langflow Jul 17 CRIT CVE-2026-9103 Langflow: unauth request grants superuser token 9.8 0.4% langflow Jul 17 HIGH CVE-2026-50273 Datadog .NET Tracer: DoS via unbounded baggage header 7.5 0.5% Jul 17 CRIT E CVE-2026-9198 Langflow: token forgery + exec() chain to RCE 9.8 17.1% Langflow OSS Jul 17 CRIT CVE-2026-9202 Langflow: unauth signup chains to RCE 9.8 0.3% Langflow OSS Jul 17 HIGH CVE-2026-62229 OpenClaw: glob bypass in exec allowlist enables auth bypass 8.8 0.4% openclaw Jul 17

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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