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
2,385

AI/ML CVEs Tracked

337

Critical

390

New This Week

18

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 2385 results
Severity CVE ID Summary CVSS EPSS Package Date
CRIT E CVE-2023-6018 MLflow: unauth file overwrite enables model poisoning 9.8 47.9% mlflow Nov 16 HIGH E CVE-2023-6015 MLflow: unauthenticated arbitrary file write via PUT 7.5 4.4% mlflow Nov 16 CRIT E CVE-2023-5245 MLeap: zip slip in model loading enables RCE 9.8 1.2% — Nov 15 HIGH CVE-2023-46315 Infinite Image Browsing: path traversal leaks credentials 7.5 0.6% — Oct 22 CRIT CVE-2023-32785 LangChain: prompt injection → SQL RCE (CVSS 9.8) 9.8 — langchain Oct 21 HIGH E CVE-2023-32786 LangChain: prompt injection triggers SSRF via URL fetch 7.5 0.6% langchain Oct 20 HIGH CVE-2023-46229 LangChain: SSRF in URL loader exposes internal network 8.8 44.7% langchain Oct 19 CRIT CVE-2023-44467 LangChain: RCE bypass via __import__ in PAL chain 9.8 0.9% langchain_experimental Oct 9 CRIT CVE-2023-43654 TorchServe: SSRF + RCE via unrestricted model URL loading 9.8 35.3% torchserve Sep 28 MEDI CVE-2023-41626 Gradio: arbitrary file upload via /upload endpoint 4.8 0.3% gradio Sep 15 CRIT E CVE-2023-39631 LangChain: RCE via numexpr evaluate injection 9.8 1.3% langchain Sep 1 CRIT E CVE-2023-36281 LangChain: RCE via malicious JSON prompt template 9.8 2.8% langchain Aug 22 CRIT E CVE-2023-39659 LangChain: RCE via unsanitized PythonAstREPL input 9.8 1.3% langchain Aug 15 CRIT E CVE-2023-38896 LangChain: RCE via unsandboxed LLM code execution 9.8 1.5% langchain Aug 15 CRIT E CVE-2023-38860 LangChain: RCE via unsanitized prompt parameter 9.8 1.2% langchain Aug 15 HIGH CVE-2023-27506 Intel TF Opt: buffer overflow enables local priv-esc 7.8 0.2% optimization_for_tensorflow Aug 11 CRIT E CVE-2023-36095 LangChain PALChain: RCE via unsanitized exec() calls 9.8 1.2% langchain Aug 5 HIGH E CVE-2023-4033 MLflow: OS command injection enables local code execution 7.8 1.2% mlflow Aug 1 CRIT E CVE-2023-3765 MLflow: path traversal allows arbitrary file read 10.0 70.7% mlflow Jul 19 CRIT E CVE-2023-3686 QuickAI: unauthenticated SQLi exposes OpenAI API keys 9.8 0.4% quickai_openai Jul 16

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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