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
4,307

AI/ML CVEs Tracked

533

Critical

95

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 1527 results — Medium severity
MEDIUM

n8n: SQL injection in Snowflake Execute Query node

GHSA-652q-gvq3-74qv
--
Code ExecutionData LeakageAgentFramework
n8nPatch: 1.123.67CWE-89163 ATLAS
MEDIUM

n8n: SQL injection in Postgres Trigger node

GHSA-jqwr-vx3p-r266
--
Code ExecutionData LeakageAgentPlugin
n8nPatch: 1.123.67CWE-89163 ATLAS
MEDIUM

n8n: shared module cache poisoning breaks user isolation

GHSA-9cmh-xcqm-5hqr
--
Code ExecutionPrivacy ViolationAgentPlugin
n8nPatch: 1.123.67CWE-20161 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
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
MEDIUM

n8n: MCP Client SSRF bypasses egress protection

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

InvokeAI: unauthenticated directory enumeration flaw

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

n8n: GCP service account key leaks via JWT header

CVE-2026-65599
--
EPSS 0.2%
Data LeakageAuth BypassAgentAPI
n8nPatch: 1.123.64CWE-312163 ATLAS
MEDIUM

n8n: GraphQL node bypasses domain allowlist, leaks creds

CVE-2026-65596
--
EPSS 0.4%
Auth BypassData LeakageAgentPlugin
n8nPatch: 1.123.64CWE-863164 ATLAS
MEDIUM

n8n: authz bypass hijacks other users' MCP workflows

CVE-2026-65594
--
EPSS 0.4%
Auth BypassData LeakagePrivacy ViolationAgentPlugin
n8nPatch: 2.30.1CWE-863164 ATLAS
MEDIUM

n8n: SSRF bypass in dynamic-node-parameters endpoint

CVE-2026-65593
--
EPSS 0.2%
Auth BypassData ExtractionAgentAPI
n8nPatch: 1.123.64CWE-918162 ATLAS
MEDIUM

n8n computer-use: unsandboxed shell on Linux/Windows

CVE-2026-65590
--
EPSS 0.6%
Code ExecutionData LeakageAgentPlugin
n8nPatch: 2.30.1CWE-78164 ATLAS
MEDIUM

n8n: plaintext credential leak in LLM node logs

CVE-2026-65589
--
EPSS 0.5%
Data LeakagePrivacy ViolationAgentPluginAPI
n8nPatch: 1.123.64CWE-532163 ATLAS
MEDIUM

n8n: unauth DELETE cancels test webhook sessions

CVE-2026-65014
--
EPSS 0.6%
Auth BypassDoSAgent
n8nPatch: 2.27.4CWE-306162 ATLAS
MEDIUMEXPLOIT AVAIL

PeopleSoft: unauthorized data access via Panel Processor

CVE-2026-60152
5.4
EPSS 0.2%
Auth BypassData LeakageFramework
MEDIUMEXPLOIT AVAIL

PeopleSoft PeopleTools: CSRF-style data tampering flaw

CVE-2026-47024
5.4
EPSS 0.2%
Auth BypassData LeakageFramework
MEDIUM

Kirby Modules: license key disclosure via activate dialog

CVE-2026-63092
4.3
EPSS 0.3%
Auth BypassData LeakagePlugin
CWE-862
MEDIUMEXPLOIT AVAIL

Gitea: LFS deploy-key flaw leaks private repo objects

CVE-2026-58435
5.4
EPSS 0.3%
Auth BypassData LeakageTraining DataModel
code.gitea.io/giteaPatch: 1.27.0CWE-2666.3K3 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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