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 826 results — has patch
Severity CVE ID Summary CVSS EPSS Package Date
CRIT CVE-2026-33660 TensorFlow: type confusion NPD in tensor conversion 10.0 1.0% n8n Mar 25 MEDI CVE-2026-27496 n8n: uninitialized buffer leaks secrets via Task Runner 6.5 0.3% n8n Mar 25 HIGH E CVE-2026-33497 langflow: Path Traversal enables file access 7.5 8.0% langflow Mar 24 HIGH E CVE-2026-33484 langflow: Access Control bypass enables privilege escalation 7.5 5.8% langflow Mar 24 CRIT E CVE-2026-33309 langflow: Path Traversal enables file access 9.9 1.4% langflow Mar 24 CRIT CVE-2026-33017 langflow: Code Injection enables RCE 9.8 98.4% langflow Mar 20 CRIT E CVE-2025-15031 mlflow: Path Traversal enables file access 9.1 0.7% mlflow Mar 18 HIGH CVE-2026-32981 Ray Dashboard: unauthenticated path traversal file read 7.5 0.7% ray Mar 17 HIGH E CVE-2025-14287 mlflow: Code Injection enables RCE 7.5 1.2% mlflow Mar 16 MEDI GHSA-5cxw-w2xg-2m8h fickling: Allowlist Bypass evades input filtering — — fickling Mar 13 MEDI GHSA-r48f-3986-4f9c fickling: Allowlist Bypass evades input filtering — — fickling Mar 13 HIGH E CVE-2026-31829 Flowise: SSRF via HTTP Node exposes internal network 8.8 2.3% flowise-components Mar 10 CRIT E CVE-2026-27825 mcp-atlassian: Path Traversal enables file access 9.1 2.3% mcp-atlassian Mar 10 HIGH E CVE-2026-27826 mcp-atlassian: SSRF allows internal network access 8.2 13.6% mcp-atlassian Mar 10 HIGH GHSA-5r2p-pjr8-7fh7 sagemaker: Allowlist Bypass evades input filtering — — sagemaker Mar 5 MEDI CVE-2026-28277 langgraph: Deserialization enables RCE 6.8 5.2% langgraph Mar 5 HIGH CVE-2026-25048 xgrammar: security flaw enables exploitation — 0.4% xgrammar Mar 5 HIGH GHSA-5hwf-rc88-82xm fickling: Allowlist Bypass evades input filtering — — fickling Mar 4 HIGH GHSA-wccx-j62j-r448 fickling: Protection Bypass circumvents security controls — — fickling Mar 4 CRIT GHSA-g38g-8gr9-h9xp picklescan: Allowlist Bypass evades input filtering 9.8 — picklescan Mar 3

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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