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
2,390

AI/ML CVEs Tracked

342

Critical

360

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 1564 results — no patch
Severity CVE ID Summary CVSS EPSS Package Date
CRIT E CVE-2024-3660 Keras: RCE via malicious model deserialization 9.8 1.7% keras Apr 16 CRIT E CVE-2024-3573 MLflow: LFI via URI parsing allows arbitrary file read 9.3 0.7% mlflow Apr 16 HIGH E CVE-2024-3571 LangChain: path traversal allows arbitrary file R/W 8.8 1.9% langchain Apr 16 CRIT E CVE-2024-2912 BentoML: RCE via insecure deserialization (CVSS 10) 10.0 1.5% — Apr 16 HIGH E CVE-2024-1594 MLflow: path traversal via URI fragment reads arbitrary files 7.5 0.7% mlflow Apr 16 HIGH E CVE-2024-1593 MLflow: path traversal via ';' smuggling exposes files 7.5 0.7% mlflow Apr 16 UNKN CVE-2024-1561 Gradio: path traversal enables arbitrary file read — 9.2% gradio Apr 16 HIGH E CVE-2024-1560 MLflow: path traversal allows arbitrary directory deletion 8.1 0.9% mlflow Apr 16 HIGH E CVE-2024-1558 MLflow: path traversal enables arbitrary file read 7.5 0.9% mlflow Apr 16 HIGH E CVE-2024-1483 MLflow: path traversal exposes arbitrary server files 7.5 2.7% mlflow Apr 16 UNKN E CVE-2024-1183 Gradio: SSRF enables internal network port scanning — 1.8% gradio Apr 16 MEDI CVE-2024-31462 stable-diffusion-webui: path traversal file write 6.3 0.7% — Apr 12 CRIT E CVE-2024-3568 HuggingFace Transformers: RCE via pickle deserialization 9.6 2.1% transformers Apr 10 HIGH E CVE-2024-1728 Gradio: path traversal leaks arbitrary files, potential RCE 7.5 85.4% gradio Apr 10 MEDI E CVE-2024-28224 Ollama: DNS rebinding exposes LLM API to remote access 6.6 0.3% ollama Apr 8 CRIT E CVE-2024-31224 gpt_academic: deserialization RCE, no auth required 9.8 1.2% gpt_academic Apr 8 UNKN E CVE-2024-1729 Gradio: timing attack enables auth bypass on ML UIs — 0.5% gradio Mar 29 HIGH E CVE-2024-1540 Gradio: CI/CD command injection enables secrets exfil 8.2 2.0% gradio Mar 27 MEDI E CVE-2024-2206 Gradio: SSRF exposes internal HuggingFace endpoints 6.5 0.4% gradio Mar 27 MEDI E CVE-2024-1455 LangChain: Billion Laughs XML expansion causes DoS 5.9 0.8% langchain Mar 26

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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