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
2,387

AI/ML CVEs Tracked

341

Critical

358

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 1074 results — Active exploitation
Severity CVE ID Summary CVSS EPSS Package Date
HIGH E CVE-2023-6730 HuggingFace Transformers: RCE via unsafe deserialization 8.8 0.9% transformers Dec 19 HIGH E CVE-2023-6909 MLflow: path traversal exposes arbitrary files (no auth) 7.5 89.7% mlflow Dec 18 HIGH E CVE-2023-6831 MLflow: path traversal allows arbitrary file write 8.1 3.3% mlflow Dec 15 HIGH E CVE-2023-6572 Gradio: command injection enables RCE on ML servers 8.1 1.7% gradio Dec 14 HIGH E CVE-2023-6753 MLflow: path traversal exposes arbitrary file read/write 8.8 1.1% mlflow Dec 13 HIGH E CVE-2023-6709 MLflow: SSTI enables RCE in ML experiment tracking 8.8 0.9% mlflow Dec 12 MEDI E CVE-2023-6568 MLflow: reflected XSS via Content-Type header injection 6.1 1.6% mlflow Dec 7 HIGH E CVE-2023-43472 MLflow: unauth REST API leaks sensitive ML data 7.5 36.6% mlflow Dec 5 CRIT CVE-2023-48022 Ray: unauthenticated RCE via job submission API 9.8 81.5% ray Nov 28 CRIT E CVE-2023-6020 Ray: unauthenticated LFI exposes entire filesystem 9.3 14.7% ray Nov 16 CRIT E CVE-2023-6014 MLflow: auth bypass allows arbitrary account creation 9.8 1.2% mlflow Nov 16 CRIT E CVE-2023-6021 Ray: LFI allows unauthenticated file read 9.3 37.1% ray Nov 16 CRIT E CVE-2023-6019 Ray: unauthenticated RCE via dashboard command injection 9.8 74.6% ray Nov 16 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 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

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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