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
4,331

AI/ML CVEs Tracked

535

Critical

108

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 1431 results — has patch
SeverityCVE IDSummaryCVSSEPSSPackageDate
CRITCVE-2026-114612LiteLLM: forged admin token enables RCE via MCP stdio9.90.3%litellmOct 22MEDICVE-2026-113721virtualenv: symlink following allows file overwrite4.50.1%virtualenvOct 22HIGHCVE-2026-114510Flexible GraphRAG: Cypher injection via FalkorDB adapter7.10.4%flexible-graphragOct 22MEDICVE-2026-113716virtualenv: symlink following allows writes outside venv4.50.1%virtualenvOct 21MEDICVE-2026-113724virtualenv: symlink-following chmod alters file permissions4.50.2%virtualenvOct 21HIGHECVE-2026-113722virtualenv: shell injection in launcher path runs code7.80.3%virtualenvOct 21HIGHCVE-2026-113725virtualenv: PS1 escaping flaw allows shell command execution7.80.3%virtualenvOct 21MEDICVE-2026-114386Pydantic AI Harness: tool-call limit bypass in CodeMode4.80.3%pydantic-ai-harnessOct 21HIGHCVE-2026-114055vLLM: unvalidated mm_processor_kwargs enables remote DoS7.50.4%vllmOct 21HIGHCVE-2026-114053vLLM: RCE via code_revision in /tokenize endpoint8.10.5%vllmOct 21HIGHCVE-2026-114050vLLM: forged multimodal UUID crashes inference engine7.50.2%vllmOct 21MEDIECVE-2026-112395Pillow: TIFF tile heap over-read enables DoS and memory leak6.50.5%pillowOct 20CRITECVE-2026-112403Pillow: heap overflow via lossless JPEG in thumbnail()—0.9%PillowOct 20HIGHECVE-2026-53995MLflow: path traversal allows arbitrary file write8.20.6%mlflowOct 19MEDICVE-2026-111059Mercury: stored XSS via unsanitized Markdown HTML6.10.3%mercuryOct 19CRITCVE-2026-111058Mercury: missing auth allows anonymous kernel RCE9.80.5%mercuryOct 19CRITECVE-2026-111057Mercury: regex blocklist bypass allows unauthenticated RCE10.00.7%mercuryOct 19LOWCVE-2026-76894ckan-mcp-server: missing postMessage origin checks in UI3.10.2%@aborruso/ckan-mcp-serverOct 16CRITCVE-2026-94603Podman: checkpoint images override sandbox on run10.00.5%github.com/containers/podmanOct 15HIGHECVE-2026-84315Nginx UI: missing 2FA step-up on admin mutation routes8.30.3%github.com/0xJacky/Nginx-UIOct 15

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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