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
2,391

AI/ML CVEs Tracked

342

Critical

305

New This Week

18

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 844 results — Medium severity
MEDIUM

n8n: read-only users can trigger workflow execution via API

GHSA-h3jj-5f3v-3685
6.4
Auth Bypass Agent
n8n Patch: 2.26.2 CWE-863 3 ATLAS
MEDIUM

n8n: AST bypass leaks env vars in Python Task Runner

GHSA-jwm3-qcfw-c5pp
5.0
Data Leakage Code Execution Auth Bypass Agent Framework
n8n Patch: 2.26.2 CWE-693 5 ATLAS
MEDIUM

n8n: reflected XSS in trigger nodes enables session hijack

CVE-2026-54303
--
EPSS 0.3%
Social Engineering Auth Bypass Data Extraction Agent Framework Plugin
n8n Patch: 2.24.0 CWE-79 4 ATLAS
MEDIUM

LangGraph SDK: path traversal bypasses proxy-layer authz

CVE-2026-48776
4.2
EPSS 0.2%
Auth Bypass Data Extraction Framework Agent
langchain-ai 2.7K 3 ATLAS
MEDIUM

OpenClaw: bootstrap token replay enables scope escalation

CVE-2026-53862
4.2
EPSS 0.1%
Auth Bypass Data Extraction Agent
openclaw CWE-266 4 3 ATLAS
MEDIUM

OpenClaw: allowlist bypass enables arbitrary shell exec

CVE-2026-53861
6.6
EPSS 0.2%
Auth Bypass Code Execution Agent
openclaw CWE-184 4 4 ATLAS
MEDIUM

OpenClaw: sender allowlist bypass via conversation metadata

CVE-2026-53860
4.2
EPSS 0.2%
Auth Bypass Code Execution Agent
openclaw CWE-863 4 4 ATLAS
MEDIUM

OpenClaw: SSRF blocklist bypass via trailing-dot

CVE-2026-53859
6.5
EPSS 0.2%
Auth Bypass Data Extraction Agent
openclaw CWE-918 4 4 ATLAS
MEDIUM

OpenClaw: insecure permissions expose agent config

CVE-2026-53856
5.5
EPSS 0.1%
Data Extraction Data Leakage Agent
openclaw CWE-276 4 4 ATLAS
MEDIUM

OpenClaw: privilege escalation via channel auth wildcard

CVE-2026-53854
6.5
EPSS 0.2%
Auth Bypass Code Execution Agent Framework
openclaw CWE-863 4 3 ATLAS
MEDIUM

OpenClaw: scope bypass allows unauthorized device access

CVE-2026-53852
5.4
EPSS 0.2%
Auth Bypass Data Extraction Agent API
openclaw CWE-636 4 3 ATLAS
MEDIUM

OpenClaw: Slack reaction bypass triggers agent pipeline

CVE-2026-53851
5.3
EPSS 0.2%
Auth Bypass Prompt Injection Agent Plugin
openclaw CWE-862 4 4 ATLAS
MEDIUM

OpenClaw: auth bypass allows unauthorized focus state change

CVE-2026-53850
5.5
EPSS 0.1%
Auth Bypass Agent Framework
openclaw CWE-862 4 3 ATLAS
MEDIUM

OpenClaw: exec allowlist bypass via command wrappers

CVE-2026-53848
4.3
EPSS 0.2%
Auth Bypass Code Execution Agent Framework
openclaw CWE-184 4 3 ATLAS
MEDIUM

OpenClaw: privilege escalation via write scope bypass

CVE-2026-53847
5.4
EPSS 0.2%
Auth Bypass Agent
openclaw CWE-266 4 3 ATLAS
MEDIUM

OpenClaw: hook bypass enables audit/policy evasion

CVE-2026-53845
4.3
EPSS 0.2%
Auth Bypass Data Extraction Agent Framework
openclaw CWE-693 4 3 ATLAS
MEDIUM

OpenClaw: auth bypass exposes cross-session agent memory

CVE-2026-53844
6.5
EPSS 0.2%
Auth Bypass Data Extraction Privacy Violation Agent Framework
openclaw CWE-862 4 4 ATLAS
MEDIUM

OpenClaw: XSS via unsafe links in exported session HTML

CVE-2026-53841
6.1
EPSS 0.2%
Code Execution Social Engineering Data Leakage Agent
openclaw CWE-83 4 4 ATLAS
MEDIUM

LangGraph SQLite: deserialization RCE at checkpoint load

CVE-2026-48775
6.8
EPSS 0.2%
Code Execution Supply Chain Framework Agent
langgraph CWE-502 3.3K 4 ATLAS
MEDIUM EXPLOIT AVAIL

stable-diffusion.cpp: OOB read crash via crafted .ckpt file

CVE-2026-47748
5.5
EPSS 0.1%
Supply Chain DoS Model Inference
CWE-125 3 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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