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

3,021

AI/ML CVEs Tracked

424

Critical

114

New This Week

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 16 of 1076 results — has patch

Severity CVE ID Summary CVSS EPSS Package Date

CRIT E CVE-2024-52803 LlamaFactory: RCE via OS command injection in training 9.8 2.3% llamafactory Nov 21 MEDI CVE-2024-52524 Giskard: ReDoS in text perturbation causes DoS — 0.8% giskard Nov 14 HIGH CVE-2024-49048 TorchGeo: RCE via code injection in geospatial ML lib 8.1 1.2% torchgeo Nov 12 MEDI GHSA-26jh-r8g2-6fpr Gradio: Dropdown validation bypass enables arbitrary input 5.3 — gradio Oct 10 HIGH E CVE-2024-5187 ONNX: path traversal in model download enables RCE 8.8 1.2% onnx Jun 6 MEDI E CVE-2024-2965 langchain-community: DoS via recursive sitemap loop 4.2 0.3% langchain Jun 6 CRIT CVE-2024-23827 Nginx-UI: arbitrary file write via cert import leads to RCE 9.8 0.7% github.com/0xJacky/Nginx-UI Jan 29 HIGH CVE-2024-22198 Nginx-UI: command injection via settings API 7.1 4.1% github.com/0xJacky/Nginx-UI Jan 11 HIGH CVE-2024-22197 Nginx-UI: authenticated command injection to RCE 7.7 1.5% github.com/0xJacky/Nginx-UI Jan 11 CRIT E CVE-2023-6020 Ray: unauthenticated LFI exposes entire filesystem 9.3 14.5% ray Nov 16 CRIT E CVE-2023-6021 Ray: LFI allows unauthenticated file read 9.3 36.8% ray Nov 16 CRIT E CVE-2023-6019 Ray: unauthenticated RCE via dashboard command injection 9.8 74.6% ray Nov 16 CRIT CVE-2023-32785 LangChain: prompt injection → SQL RCE (CVSS 9.8) 9.8 — langchain Oct 21 MEDI E CVE-2022-36551 Label Studio: SSRF + file read, self-reg bypass 6.5 5.4% label-studio Oct 4 MEDI CVE-2018-21030 Jupyter Notebook: XSS via missing CSP on served files 5.3 1.4% notebook Nov 8 HIGH CVE-2018-8768 Jupyter Notebook: XSS via malicious .ipynb file 7.8 1.1% notebook Jul 12

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.

Start 14-Day Free Trial