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

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 826 results — has patch

Severity CVE ID Summary CVSS EPSS Package Date

CRIT GHSA-vvpj-8cmc-gx39 picklescan: security flaw enables exploitation 10.0 — picklescan Mar 3 CRIT GHSA-7wx9-6375-f5wh picklescan: Allowlist Bypass evades input filtering 9.8 — picklescan Mar 3 MEDI CVE-2026-27794 langgraph-checkpoint: Deserialization enables RCE 6.6 0.7% langgraph-checkpoint Feb 25 MEDI GHSA-mhc9-48gj-9gp3 fickling: Allowlist Bypass evades input filtering — — fickling Feb 25 HIGH GHSA-mxhj-88fx-4pcv fickling: security flaw enables exploitation — — fickling Feb 24 CRIT CVE-2026-2635 mlflow: security flaw enables exploitation 9.8 1.1% mlflow Feb 20 HIGH CVE-2026-2033 mlflow: Path Traversal enables file access 8.1 1.8% mlflow Feb 20 HIGH CVE-2026-2472 google-cloud-aiplatform: XSS enables session hijacking — 0.5% google-cloud-aiplatform Feb 20 MEDI E CVE-2026-27482 ray: Missing Auth allows unauthenticated access 5.9 0.3% ray Feb 20 LOW GHSA-83pf-v6qq-pwmr fickling: Allowlist Bypass evades input filtering — — fickling Feb 20 CRIT CVE-2026-26030 semantic-kernel: Code Injection enables RCE 10.0 2.9% semantic-kernel Feb 19 HIGH GHSA-97f8-7cmv-76j2 picklescan: Allowlist Bypass evades input filtering — — picklescan Feb 18 CRIT CVE-2026-25592 semantic-kernel: Path Traversal enables file access 9.9 1.9% semantic-kernel Feb 6 HIGH E CVE-2026-25580 pydantic-ai: SSRF allows internal network access 8.6 0.5% pydantic-ai-slim Feb 6 MEDI CVE-2026-25640 pydantic-ai: Path Traversal enables file access 5.4 0.3% pydantic-ai-slim Feb 6 HIGH CVE-2026-1777 sagemaker: security flaw enables exploitation 7.2 0.5% sagemaker Feb 2 MEDI CVE-2026-1778 sagemaker: security flaw enables exploitation 5.9 0.2% sagemaker Feb 2 MEDI GHSA-m7j5-r2p5-c39r picklescan: Deserialization enables RCE — — picklescan Feb 2 HIGH GHSA-9m3x-qqw2-h32h picklescan: Deserialization enables RCE — — picklescan Feb 2 CRIT E CVE-2026-25481 langroid: Code Injection enables RCE — 0.6% langroid Feb 2

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