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

113

New This Week

19

In CISA KEV

Latest AI Security Threats

Showing 20 of 1049 results — Medium severity
MEDIUM EXPLOIT AVAIL

SiYuan: broken access control leaks private note data

CVE-2026-59853
6.5
EPSS 0.2%
Auth Bypass Data Leakage API
CWE-862 1 ATLAS
MEDIUM

n8n: editor-level access leaks credential headers

CVE-2026-59209
6.5
EPSS 0.3%
Auth Bypass Data Leakage Agent API
n8n Patch: 1.123.61 CWE-200 16 3 ATLAS
MEDIUM EXPLOIT AVAIL

OpenClaw Android: command injection via WebView bridge

CVE-2026-15193
5.3
EPSS 0.7%
Code Execution Agent Plugin
CWE-77 3 ATLAS
MEDIUM

Open WebUI: arena bypass reaches restricted models

CVE-2026-59225
5.4
EPSS 0.2%
Auth Bypass Model Inference
open-webui Patch: 0.10.0 CWE-862 4 3 ATLAS
MEDIUM

Open WebUI: IDOR lets read-only users write/delete files

CVE-2026-59212
5.4
EPSS 0.3%
Auth Bypass RAG Framework
open-webui Patch: 0.10.0 CWE-863 4 3 ATLAS
MEDIUM

Open WebUI: SSRF via web-fetch blocklist bypass

CVE-2026-59223
4.3
EPSS 0.2%
Auth Bypass Data Leakage RAG Plugin
open-webui Patch: 0.10.0 CWE-693 4 2 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: channel IDOR leaks tool-server API keys

CVE-2026-59222
--
EPSS 0.3%
Data Leakage Auth Bypass Privacy Violation Plugin Agent API
open-webui Patch: 0.10.0 CWE-200 4 3 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: read-only users can inject files into RAG KBs

CVE-2026-59217
4.3
EPSS 0.3%
Auth Bypass Prompt Injection RAG API
open-webui Patch: 0.10.0 CWE-862 4 2 ATLAS
MEDIUM

n8n: multi-issuer JWT sub collision bypasses auth

CVE-2026-59208
6.8
EPSS 0.3%
Auth Bypass Privacy Violation Agent
n8n Patch: 2.28.1 CWE-287 16 4 ATLAS
MEDIUM

n8n: MCP tool bypasses credential domain allowlist

CVE-2026-59207
6.5
EPSS 0.3%
Auth Bypass Data Leakage Agent Plugin
n8n Patch: 2.28.1 CWE-693 16 3 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: ReDoS in skill mentions blocks event loop

CVE-2026-59220
6.5
EPSS 0.4%
DoS Framework Plugin
open-webui Patch: 0.10.0 CWE-1333 4 2 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: image-edit API bypasses admin permission gate

CVE-2026-59227
4.3
EPSS 0.3%
Auth Bypass API Plugin
open-webui Patch: 0.10.0 CWE-862 4 3 ATLAS
MEDIUM

Open WebUI: timing leak enables account enumeration

CVE-2026-59218
5.3
EPSS 0.2%
Privacy Violation Auth Bypass Framework
open-webui Patch: 0.10.0 CWE-208 4 1 ATLAS
MEDIUM

pyload-ng: IPv6 SSRF bypass evades internal-IP guard

CVE-2026-48737
4.9
Auth Bypass Data Leakage Agent Plugin
pyload-ng CWE-918 483 2 ATLAS
MEDIUM

Easy Invoice (WP): missing authz on quote accept/decline

CVE-2026-9021
5.3
EPSS 0.3%
Auth Bypass Plugin
MEDIUM

LiteLLM: Zip Slip in Skills upload allows file write

CVE-2026-59820
6.5
EPSS 0.3%
Code Execution API Plugin
litellm Patch: 1.83.7 CWE-22 6 3 ATLAS
MEDIUM

LiteLLM: admin-scope local file read via OIDC ref

CVE-2026-59819
4.9
EPSS 0.3%
Data Leakage Data Extraction API Framework
litellm Patch: 1.83.10 CWE-73 6 2 ATLAS
MEDIUM

OpenClaw: dotenv override leaks provider credentials

CVE-2026-59261
6.5
EPSS 0.2%
Data Leakage Auth Bypass Supply Chain Agent Framework
openclaw CWE-184 4 4 ATLAS
MEDIUM

TrustyAI: missing auth exposes guardrails orchestrator

CVE-2026-15044
6.3
EPSS 0.2%
Auth Bypass Data Leakage Framework Inference
nemoguardrails 9 3 ATLAS
MEDIUM EXPLOIT AVAIL

AVideo Meet: stored XSS via unescaped User-Agent

CVE-2026-60092
6.1
EPSS 0.2%
Code Execution Auth Bypass Plugin
1 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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