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
3,591

AI/ML CVEs Tracked

481

Critical

96

New This Week

24

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 1222 results — Medium severity
MEDIUM

OpenClaw: path traversal enables arbitrary file read via media actions

CVE-2026-27522
6.5
EPSS 0.4%
Data Extraction Auth Bypass Agent
OpenClaw 3 4 ATLAS 1 incident
MEDIUM

OpenClaw: $SHELL env hijack enables arbitrary code execution

CVE-2026-22217
6.1
EPSS 0.1%
Code Execution Supply Chain Agent Framework
OpenClaw 3 4 ATLAS 1 incident
MEDIUM

OpenClaw: path traversal enables arbitrary file writes

CVE-2026-22180
5.3
EPSS 0.1%
Code Execution Supply Chain Agent Plugin
OpenClaw 3 5 ATLAS 1 incident
MEDIUM

OpenClaw: ReDoS via Feishu mention metadata

CVE-2026-22178
6.5
EPSS 0.3%
DoS Agent Framework
OpenClaw 3 3 ATLAS
MEDIUM

OpenClaw: local token leak via CDP probe hijack

CVE-2026-22174
6.8
EPSS 0.1%
Auth Bypass Data Leakage Agent API
OpenClaw 3 3 ATLAS
MEDIUM

OpenClaw: empty allowlist bypasses BlueBubbles DM auth

CVE-2026-22170
6.5
EPSS 0.3%
Auth Bypass Prompt Injection Agent Plugin
OpenClaw 3 3 ATLAS
MEDIUM

OpenClaw: safeBins allowlist bypass enables command exec

CVE-2026-22169
6.7
EPSS 0.2%
Code Execution Auth Bypass Agent Plugin
OpenClaw 3 3 ATLAS
MEDIUM

OpenClaw: cmd.exe argument smuggling evades approval log

CVE-2026-22168
6.5
EPSS 0.4%
Code Execution Auth Bypass Agent Plugin
OpenClaw 3 4 ATLAS 1 incident
MEDIUM

fickling: Allowlist Bypass evades input filtering

GHSA-5cxw-w2xg-2m8h
--
Supply Chain Data Extraction Code Execution Framework Model Training Data
fickling Patch: 0.1.10 CWE-184 62 5 ATLAS
MEDIUM

fickling: Allowlist Bypass evades input filtering

GHSA-r48f-3986-4f9c
--
Data Extraction Code Execution Auth Bypass Framework
fickling Patch: 0.1.10 CWE-184 62 5 ATLAS
MEDIUM

OpenClaw: $include path traversal exposes secrets

CVE-2026-32061
4.4
EPSS 0.1%
Data Leakage Privacy Violation Agent Framework
openclaw 3 4 ATLAS 1 incident
MEDIUM

Greenshift: Info Disclosure leaks sensitive data

CVE-2026-2589
5.3
EPSS 0.2%
Data Extraction Data Leakage Supply Chain API RAG Plugin
CWE-200 9 ATLAS
MEDIUM

OpenClaw's voice-call plugin versions before 2026.2.3 contain an improper authentication vulnerability in webhook verification that allows remote attackers to...

CVE-2026-28465
5.9
EPSS 0.4%
voice-call 3
MEDIUM

langgraph: Deserialization enables RCE

CVE-2026-28277
6.8
EPSS 4.9%
Code Execution Data Leakage Supply Chain Framework Agent
langgraph Patch: 1.0.10 CWE-502 3.9K 5 ATLAS
MEDIUM

gradio: Info Disclosure leaks sensitive data

CVE-2026-28415
4.7
EPSS 0.2%
Data Extraction Code Execution Auth Bypass Framework RAG API
gradio CWE-200 721 7 ATLAS
MEDIUM EXPLOIT AVAIL

gradio: Weak Credentials allow account compromise

CVE-2026-27167
5.9
EPSS 0.5%
Supply Chain Model Poisoning Code Execution Framework Agent API
gradio CWE-522 721 8 ATLAS
MEDIUM

n8n: XSS enables session hijacking

CVE-2026-27578
5.4
EPSS 0.2%
Prompt Injection Data Extraction Code Execution Agent RAG API
n8n CWE-79 10 ATLAS
MEDIUM

langgraph-checkpoint: Deserialization enables RCE

CVE-2026-27794
6.6
EPSS 0.7%
Code Execution Supply Chain Framework Agent
langgraph-checkpoint Patch: 4.0.0 CWE-502 3.9K 4 ATLAS
MEDIUM

fickling: Allowlist Bypass evades input filtering

GHSA-mhc9-48gj-9gp3
--
Supply Chain Code Execution Framework Model
fickling Patch: 0.1.8 CWE-184 62 7 ATLAS
MEDIUM EXPLOIT AVAIL

ray: Missing Auth allows unauthenticated access

CVE-2026-27482
5.9
EPSS 0.3%
Auth Bypass DoS Framework Inference
ray Patch: 2.54.0 CWE-306 635 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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