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
3,018

AI/ML CVEs Tracked

424

Critical

113

New This Week

19

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 3018 results
Severity CVE ID Summary CVSS EPSS Package Date
HIGH GHSA-gf29-4f56-r2jf n8n: Git node bypass leaks arbitrary local repos — — n8n Jul 22 HIGH GHSA-64xh-79j6-r5v8 n8n: AI node credential allowlist bypass leaks secrets — — n8n Jul 22 HIGH GHSA-8342-988q-86cr n8n: auth bypass via embed login token exchange — — n8n Jul 22 MEDI E CVE-2026-65012 InvokeAI: unauthenticated directory enumeration flaw 5.3 0.3% invokeai Jul 22 HIGH CVE-2026-64832 FFmpeg: double-free in NVDEC decoder enables RCE 8.8 0.3% — Jul 22 MEDI CVE-2026-65599 n8n: GCP service account key leaks via JWT header — 0.2% n8n Jul 22 HIGH CVE-2026-65598 n8n: Git clone TOCTOU race allows RCE via symlink swap — 0.2% n8n Jul 22 HIGH CVE-2026-65597 n8n: DOM XSS in preview hijacks editor session — 0.2% n8n Jul 22 MEDI CVE-2026-65596 n8n: GraphQL node bypasses domain allowlist, leaks creds — 0.2% n8n Jul 22 HIGH CVE-2026-65595 n8n: Token Exchange bug grants admin API access — 0.5% n8n Jul 22 MEDI CVE-2026-65594 n8n: authz bypass hijacks other users' MCP workflows — 0.3% n8n Jul 22 MEDI CVE-2026-65593 n8n: SSRF bypass in dynamic-node-parameters endpoint — 0.1% n8n Jul 22 HIGH CVE-2026-65592 n8n: stored XSS via javascript: URI in Resource Locator — 0.2% n8n Jul 22 HIGH CVE-2026-65591 n8n: expression sanitizer bypass leads to host RCE — 0.5% n8n Jul 22 MEDI CVE-2026-65590 n8n computer-use: unsandboxed shell on Linux/Windows — 0.3% n8n Jul 22 MEDI CVE-2026-65589 n8n: plaintext credential leak in LLM node logs — 0.4% n8n Jul 22 HIGH CVE-2026-65016 n8n: SSO instance-role provisioning grants owner — 0.3% n8n Jul 22 HIGH CVE-2026-65015 n8n: Project Viewer escalates via AI Agent tool — 0.3% n8n Jul 22 MEDI CVE-2026-65014 n8n: unauth DELETE cancels test webhook sessions — 0.3% n8n Jul 22 HIGH CVE-2026-65315 Ollama: crafted GGUF file crashes inference server 7.5 0.6% ollama Jul 21

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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