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.

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

19

In CISA KEV

Latest AI Security Threats

Showing 20 of 462 results — High severity, has patch
HIGH

Open WebUI: broken authz lets users overwrite channel chats

CVE-2026-59714
7.1
Auth Bypass Social Engineering Framework API
open-webui Patch: 0.10.0 CWE-862 4 2 ATLAS
HIGH

JupyterLab: crafted settings file executes code

GHSA-pppj-hq3g-57pj
--
Code Execution Social Engineering Framework
jupyterlab Patch: 4.6.2 CWE-116 1.9K 3 ATLAS
HIGH

JupyterLab: image viewer XSS escalates to RCE

GHSA-gx64-gj6p-pc4c
--
Code Execution Social Engineering Framework Plugin
jupyterlab Patch: 4.6.2 CWE-79 1.9K 3 ATLAS
HIGH

n8n: prototype pollution causes instance-wide DoS

GHSA-xwx6-jjhv-84p8
--
DoS Agent Framework
n8n Patch: 1.123.67 CWE-1321 16 2 ATLAS
HIGH

n8n: Edit Image node path traversal allows file write

GHSA-xmc9-4f2h-jf9c
--
Code Execution Agent
n8n Patch: 1.123.67 CWE-73 16 3 ATLAS
HIGH

n8n: credential authz bypass via sub-workflow JSON

GHSA-cj9h-qx8g-pq2g
--
Auth Bypass Data Leakage Agent
n8n Patch: 1.123.67 CWE-863 16 3 ATLAS
HIGH

n8n: authz bypass exposes shared workflow credentials

GHSA-6qc9-mqvw-jg7x
--
Auth Bypass Data Leakage Agent Plugin
n8n Patch: 1.123.67 CWE-863 16 3 ATLAS
HIGH

n8n: expression sandbox bypass enables host RCE

GHSA-gv7g-jm28-cr3m
--
Code Execution Agent Framework
n8n Patch: 2.32.1 CWE-94 16 3 ATLAS
HIGH

n8n: type confusion in Send Email leaks host files

GHSA-2x35-3fw4-9jr4
--
Data Leakage Privacy Violation Agent Plugin
n8n Patch: 1.123.67 CWE-200 16 2 ATLAS
HIGH

n8n: Git node RCE via malicious repo hooks

GHSA-rcv6-pvrj-4xcg
--
Code Execution Supply Chain Agent Plugin
n8n Patch: 1.123.67 CWE-78 16 3 ATLAS
HIGH

n8n: Git node bypass leaks arbitrary local repos

GHSA-gf29-4f56-r2jf
--
Auth Bypass Data Leakage Agent Plugin
n8n Patch: 1.123.67 CWE-22 16 2 ATLAS
HIGH

n8n: AI node credential allowlist bypass leaks secrets

GHSA-64xh-79j6-r5v8
--
Auth Bypass Data Leakage Agent API
n8n Patch: 2.32.1 CWE-863 16 4 ATLAS
HIGH

n8n: auth bypass via embed login token exchange

GHSA-8342-988q-86cr
--
Auth Bypass Data Leakage Agent Framework
n8n Patch: 2.32.1 CWE-345 16 2 ATLAS
HIGH

n8n: Git clone TOCTOU race allows RCE via symlink swap

CVE-2026-65598
--
EPSS 0.2%
Code Execution Auth Bypass Supply Chain Agent Plugin
n8n Patch: 1.123.64 CWE-367 16 4 ATLAS
HIGH

n8n: DOM XSS in preview hijacks editor session

CVE-2026-65597
--
EPSS 0.2%
Code Execution Auth Bypass Agent API
n8n Patch: 1.123.64 CWE-79 16 2 ATLAS
HIGH

n8n: Token Exchange bug grants admin API access

CVE-2026-65595
--
EPSS 0.5%
Auth Bypass Code Execution Agent API
n8n Patch: 2.30.1 CWE-269 16 3 ATLAS
HIGH

n8n: stored XSS via javascript: URI in Resource Locator

CVE-2026-65592
--
EPSS 0.2%
Code Execution Social Engineering Agent Plugin
n8n Patch: 1.123.64 CWE-79 16 4 ATLAS
HIGH

n8n: expression sanitizer bypass leads to host RCE

CVE-2026-65591
--
EPSS 0.5%
Code Execution Auth Bypass Agent Framework
n8n Patch: 1.123.64 CWE-917 16 4 ATLAS
HIGH

n8n: SSO instance-role provisioning grants owner

CVE-2026-65016
--
EPSS 0.3%
Auth Bypass Data Leakage Agent Framework
n8n Patch: 1.123.64 CWE-639 16 3 ATLAS
HIGH

n8n: Project Viewer escalates via AI Agent tool

CVE-2026-65015
--
EPSS 0.3%
Auth Bypass Code Execution Data Leakage Agent Plugin
n8n Patch: 2.30.1 CWE-863 16 4 ATLAS

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.

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