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
CRITECVE-2024-3568HuggingFace Transformers: RCE via pickle deserialization9.62.1%transformersApr 10HIGHECVE-2024-1728Gradio: path traversal leaks arbitrary files, potential RCE7.585.4%gradioApr 10MEDIECVE-2024-28224Ollama: DNS rebinding exposes LLM API to remote access6.60.4%ollamaApr 8CRITECVE-2024-31224gpt_academic: deserialization RCE, no auth required9.81.2%gpt_academicApr 8UNKNECVE-2024-1729Gradio: timing attack enables auth bypass on ML UIs—0.5%gradioMar 29HIGHECVE-2024-1540Gradio: CI/CD command injection enables secrets exfil8.22.0%gradioMar 27MEDIECVE-2024-1023Vert.x: memory leak in HTTP client enables DoS6.51.7%—Mar 27MEDIECVE-2024-2206Gradio: SSRF exposes internal HuggingFace endpoints6.50.4%gradioMar 27MEDIECVE-2024-1455LangChain: Billion Laughs XML expansion causes DoS5.90.8%langchainMar 26UNKNECVE-2024-1727Gradio: CSRF enables disk exhaustion via file upload DoS—0.4%gradioMar 21HIGHECVE-2024-28088LangChain: path traversal enables RCE and API key theft8.11.7%langchainMar 4CRITECVE-2024-2057LangChain TFIDFRetriever: SSRF/RCE via load_local9.80.6%langchainMar 1CRITECVE-2024-27444LangChain Experimental: RCE via Python sandbox escape9.80.8%langchain-experimentalFeb 26CRITECVE-2024-27133MLflow: XSS in recipe runner enables Jupyter RCE9.60.7%mlflowFeb 23CRITECVE-2024-27132MLflow: XSS in recipes enables client-side RCE9.60.9%mlflowFeb 23MEDICVE-2023-30767Intel TF Opt: buffer overflow enables local privesc6.70.2%optimization_for_tensorflowFeb 14CRITECVE-2024-0964Gradio: unauthenticated LFI exposes full server filesystem9.41.0%gradioFeb 5CRITECVE-2024-23827Nginx-UI: arbitrary file write via cert import leads to RCE9.80.7%github.com/0xJacky/Nginx-UIJan 29HIGHECVE-2023-52356libtiff: heap overflow DoS in vLLM inference via TIFF input7.52.5%rhaiis/vllm-cuda-rhel9Jan 25HIGHECVE-2023-52355libtiff: OOM DoS in vLLM inference container images7.51.8%rhaiis/vllm-cuda-rhel9Jan 25

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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