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
4,330

AI/ML CVEs Tracked

535

Critical

107

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 4330 results
HIGH

JupyterLab: crafted settings file executes code

GHSA-pppj-hq3g-57pj
--
Code ExecutionSocial EngineeringFramework
jupyterlabPatch: 4.6.2CWE-1161.9K3 ATLAS
HIGH

JupyterLab: image viewer XSS escalates to RCE

GHSA-gx64-gj6p-pc4c
--
Code ExecutionSocial EngineeringFrameworkPlugin
jupyterlabPatch: 4.6.2CWE-791.9K3 ATLAS
MEDIUM

JupyterLab: extension blocklist bypass via name mismatch

GHSA-89vp-jrxv-24w8
--
Auth BypassCode ExecutionPluginFramework
jupyterlabPatch: 4.6.2CWE-1781.9K1 ATLAS
MEDIUM

JupyterLab: plugin lock bypass via direct API access

GHSA-h5v5-8746-g7mm
--
Auth BypassData LeakagePlugin
jupyterlabPatch: 4.6.2CWE-6021.9K1 ATLAS
LOW

JupyterLab: missing await skips extension allowlist check

GHSA-whvh-wf3x-g77j
--
Auth BypassSupply ChainCode ExecutionPluginFramework
jupyterlabPatch: 4.6.2CWE-2841.9K2 ATLAS
MEDIUM

n8n: path traversal in computer-use tool leaks files

GHSA-pf2q-pxhf-hgmw
--
Data LeakageAuth BypassAgentPlugin
n8nPatch: 2.32.1CWE-22163 ATLAS
MEDIUM

n8n: prototype pollution in expression engine causes DoS

GHSA-hx4h-vr3m-45vh
--
DoSAgent
n8nPatch: 1.123.67CWE-1321162 ATLAS
HIGH

n8n: prototype pollution causes instance-wide DoS

GHSA-xwx6-jjhv-84p8
--
DoSAgentFramework
n8nPatch: 1.123.67CWE-1321162 ATLAS
HIGH

n8n: Edit Image node path traversal allows file write

GHSA-xmc9-4f2h-jf9c
--
Code ExecutionAgent
n8nPatch: 1.123.67CWE-73163 ATLAS
HIGH

n8n: credential authz bypass via sub-workflow JSON

GHSA-cj9h-qx8g-pq2g
--
Auth BypassData LeakageAgent
n8nPatch: 1.123.67CWE-863163 ATLAS
HIGH

n8n: authz bypass exposes shared workflow credentials

GHSA-6qc9-mqvw-jg7x
--
Auth BypassData LeakageAgentPlugin
n8nPatch: 1.123.67CWE-863163 ATLAS
HIGH

n8n: expression sandbox bypass enables host RCE

GHSA-gv7g-jm28-cr3m
--
Code ExecutionAgentFramework
n8nPatch: 2.32.1CWE-94163 ATLAS
HIGH

n8n: type confusion in Send Email leaks host files

GHSA-2x35-3fw4-9jr4
--
Data LeakagePrivacy ViolationAgentPlugin
n8nPatch: 1.123.67CWE-200162 ATLAS
HIGH

n8n: Git node RCE via malicious repo hooks

GHSA-rcv6-pvrj-4xcg
--
Code ExecutionSupply ChainAgentPlugin
n8nPatch: 1.123.67CWE-78163 ATLAS
MEDIUM

n8n: MCP Client SSRF bypasses egress protection

GHSA-vhf8-cg2h-cg3p
--
Data LeakageData ExtractionAgentPlugin
n8nPatch: 2.32.1CWE-918163 ATLAS
HIGH

n8n: Git node bypass leaks arbitrary local repos

GHSA-gf29-4f56-r2jf
--
Auth BypassData LeakageAgentPlugin
n8nPatch: 1.123.67CWE-22162 ATLAS
HIGH

n8n: AI node credential allowlist bypass leaks secrets

GHSA-64xh-79j6-r5v8
--
Auth BypassData LeakageAgentAPI
n8nPatch: 2.32.1CWE-863164 ATLAS
HIGH

n8n: auth bypass via embed login token exchange

GHSA-8342-988q-86cr
--
Auth BypassData LeakageAgentFramework
n8nPatch: 2.32.1CWE-345162 ATLAS
MEDIUMEXPLOIT AVAIL

InvokeAI: unauthenticated directory enumeration flaw

CVE-2026-65012
5.3
EPSS 0.4%
Auth BypassData LeakageAPIFramework
invokeaiCWE-3063 ATLAS
HIGH

FFmpeg: double-free in NVDEC decoder enables RCE

CVE-2026-64832
8.8
EPSS 0.3%
Code ExecutionDoSInferenceTraining Data
2 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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