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 4307 results
SeverityCVE IDSummaryCVSSEPSSPackageDate
HIGHCVE-2026-17627Langflow: IDOR leaks and poisons workflow history7.10.3%langflowSep 4MEDICVE-2026-17622Langflow: path traversal exposes sensitive files6.50.7%langflowSep 4MEDICVE-2026-17621Langflow: path traversal allows arbitrary file read5.40.4%langflowSep 4MEDICVE-2026-14470Langflow: auth'd path traversal reads arbitrary files6.50.5%langflowSep 4HIGHCVE-2026-19306Langflow: chat attachment path traversal leaks server secrets7.70.5%langflowSep 4HIGHCVE-2026-19305Langflow: SSRF flaw exposes internal/cloud metadata7.50.5%langflowSep 4HIGHCVE-2026-19304Langflow: SSRF via URL parser bypass exposes internal services7.70.4%langflowSep 4HIGHCVE-2026-19303Langflow: path traversal enables arbitrary file deletion8.10.6%langflowSep 4MEDICVE-2026-19302Langflow: symlink flaw leaks sensitive files6.50.7%langflowSep 4MEDICVE-2026-19301Langflow: SSRF allows internal network reconnaissance6.50.4%langflowSep 4HIGHCVE-2026-19300Langflow: leaky credential fields expose secrets7.50.5%langflowSep 4MEDICVE-2026-19299Langflow: authenticated path traversal leaks files6.50.7%langflowSep 4HIGHCVE-2026-19298Langflow: auth bypass in flow build enables RCE8.80.9%langflowSep 4MEDICVE-2026-9186Langflow: header spoof bypasses MCP config write guard6.50.4%langflowSep 4MEDICVE-2026-9138Langflow: path traversal enables arbitrary file write6.50.5%langflowSep 4MEDICVE-2026-8447Langflow: stored XSS in Playground chat UI6.10.3%langflowSep 4HIGHECVE-2026-85686ms-swift: unauth SSRF via multimodal media URLs7.50.5%ms-swiftSep 4HIGHECVE-2026-85673LLaMA-Factory: SSRF guard bypass via redirect/DNS rebind7.50.5%llama-factorySep 4MEDIECVE-2026-85670tokenizers: malformed vocab crashes process (DoS)6.50.5%tokenizersSep 4HIGHECVE-2026-85666OGX/Llama Stack: SSRF via MCP tool server_url7.50.7%llama-stackSep 4

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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