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
2,392

AI/ML CVEs Tracked

342

Critical

304

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 1565 results — no patch
Severity CVE ID Summary CVSS EPSS Package Date
HIGH CVE-2024-27134 MLflow: local privilege escalation via spark_udf ToCToU 7.0 0.1% mlflow Nov 25 HIGH E CVE-2024-11394 Transformers: RCE via Trax model deserialization 8.8 2.4% transformers Nov 22 HIGH E CVE-2024-11393 Transformers: RCE via MaskFormer model deserialization 8.8 2.9% transformers Nov 22 HIGH E CVE-2024-11392 HuggingFace Transformers: RCE via config deserialization 8.8 6.9% transformers Nov 22 CRIT CVE-2024-52384 Sage AI Plugin: unrestricted upload → web shell RCE 9.9 0.5% — Nov 14 HIGH E CVE-2024-21799 Intel Extension for Transformers: path traversal privesc 7.1 0.7% — Nov 13 HIGH CVE-2024-43598 LightGBM: heap buffer overflow enables network RCE 8.1 1.4% lightgbm Nov 12 MEDI E CVE-2024-51751 Gradio: path traversal exposes arbitrary server files 6.5 0.7% gradio Nov 6 CRIT E CVE-2024-48061 Langflow: RCE via unsandboxed code component execution 9.8 1.3% langflow Nov 4 MEDI E CVE-2024-48052 Gradio: SSRF in DownloadButton exposes internal resources 6.5 0.5% gradio Nov 4 HIGH E CVE-2024-39722 Ollama: path traversal exposes server filesystem 7.5 3.9% ollama Oct 31 HIGH E CVE-2024-39721 Ollama: DoS via /dev/random causes goroutine exhaustion 7.5 2.7% ollama Oct 31 HIGH E CVE-2024-39720 Ollama: OOB read in GGUF parser enables remote DoS 8.2 2.5% ollama Oct 31 HIGH E CVE-2024-39719 Ollama: file existence oracle via api/create errors 7.5 4.1% ollama Oct 31 CRIT E CVE-2024-42835 Langflow: Unauthenticated RCE via PythonCodeTool 9.8 1.0% langflow Oct 31 CRIT E CVE-2024-48063 PyTorch: RCE via RemoteModule deserialization 9.8 1.6% pytorch Oct 29 MEDI E CVE-2024-6581 Lollms: SVG upload XSS enables session hijack and RCE 6.5 0.6% lollms Oct 29 CRIT E CVE-2024-8309 LangChain GraphCypher: prompt injection enables DB wipe 9.8 13.8% langchain Oct 29 CRIT E CVE-2024-7774 LangChain.js: path traversal, arbitrary file read/write 9.1 0.5% langchain.js Oct 29 CRIT E CVE-2024-7042 LangChainJS: prompt injection enables full graph DB takeover 9.8 0.3% langchain Oct 29

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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