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

96

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 616 results — High severity, has patch
SeverityCVE IDSummaryCVSSEPSSPackageDate
HIGHCVE-2026-115878Stanza: unsafe pickle in lemma model load enables RCE7.80.6%stanzaNov 3HIGHCVE-2026-118782node-forge: PKCS#12 MAC bypass via zero iteration count7.50.1%node-forgeOct 30HIGHECVE-2026-116690MLflow: path traversal exposes server files via prompts7.51.8%mlflowOct 27HIGHGHSA-g5ff-637f-6q2mLiteLLM: file read via vertex_ai_credentials alias8.1—litellmOct 27HIGHECVE-2026-115924Rembg: unauthenticated path traversal leaks files8.60.4%rembgOct 26HIGHCVE-2026-115912vLLM: pickle deserialization RCE via multimodal cache7.50.5%vllmOct 26HIGHCVE-2026-115915vLLM: image decoder abuse enables RCE/DoS8.10.7%vllmOct 26HIGHECVE-2026-113718virtualenv: GBK quote bypass in xonsh activation enables RCE—0.2%virtualenvOct 23HIGHECVE-2026-113723virtualenv: prompt injection enables shell command execution—0.2%virtualenvOct 23HIGHECVE-2026-112940filelock: SQLite symlink redirect enables file overwrite7.10.2%filelockOct 23HIGHCVE-2026-115586virtualenv: bash prompt injection allows command execution—0.3%virtualenvOct 23HIGHECVE-2026-73054SiYuan: WebSocket auth bypass leaks live event stream7.50.4%github.com/siyuan-note/siyuan/kernelOct 23HIGHECVE-2026-115477obsidian-tc: HITL approval bypass runs destructive tools—0.4%obsidian-tcOct 23HIGHCVE-2026-114510Flexible GraphRAG: Cypher injection via FalkorDB adapter7.10.4%flexible-graphragOct 22HIGHECVE-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 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 21HIGHECVE-2026-53995MLflow: path traversal allows arbitrary file write8.20.6%mlflowOct 19

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?

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