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
3,021

AI/ML CVEs Tracked

424

Critical

114

New This Week

19

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 859 results — High severity, no patch
HIGH

OpenClaw: script approval bypass allows RCE

CVE-2026-32978
8.0
EPSS 0.2%
Auth Bypass Code Execution Supply Chain Agent Plugin
OpenClaw 4 4 ATLAS 1 incident
HIGH

OpenClaw: auth bypass triggers forged webhook tool execution

CVE-2026-32974
8.6
EPSS 0.2%
Auth Bypass Code Execution Agent Plugin
OpenClaw 4 4 ATLAS 1 incident
HIGH

OpenClaw: auth bypass enables persistent CDP backdoor

CVE-2026-32972
7.1
EPSS 0.3%
Auth Bypass Code Execution Agent Plugin
OpenClaw 4 4 ATLAS 1 incident
HIGH

OpenClaw: session sandbox escape exposes cross-agent state

CVE-2026-32918
8.4
EPSS 0.1%
Auth Bypass Data Extraction Privacy Violation Agent Framework
OpenClaw 4 6 ATLAS 1 incident
HIGH

OpenClaw: sandbox bypass enables sibling agent hijack

CVE-2026-32915
8.8
EPSS 0.1%
Auth Bypass Code Execution Agent Framework
OpenClaw 4 5 ATLAS 1 incident
HIGH

OpenClaw: access control bypass in config/debug handlers

CVE-2026-32914
8.8
EPSS 0.3%
Auth Bypass Data Extraction Data Leakage Agent Framework
OpenClaw 4 5 ATLAS 2 incidents
HIGH EXPLOIT AVAIL

MLflow: broken access control exposes experiment traces

CVE-2025-15381
8.1
EPSS 0.3%
Auth Bypass Data Extraction Data Leakage Framework Training Data
mlflow CWE-200 680 5 ATLAS
HIGH

OpenClaw: path traversal in media parsing leaks secrets

CVE-2026-32846
--
EPSS 0.7%
Data Leakage Data Extraction Agent
OpenClaw 4 3 ATLAS 1 incident
HIGH

libtiff: integer overflow causes heap OOB write

CVE-2026-4775
7.8
EPSS 0.6%
Code Execution DoS Inference Model
rhaiis/vllm-spyre-rhel9 130 3 ATLAS
HIGH EXPLOIT AVAIL

AI component: Input Validation flaw enables exploitation

CVE-2026-4538
7.8
EPSS 0.2%
Model Poisoning Code Execution Framework RAG Model
CWE-20 5 ATLAS
HIGH

OpenClaw: unauthenticated VNC access in AI sandbox

CVE-2026-32064
7.7
EPSS 0.5%
Auth Bypass Data Extraction Agent
OpenClaw 4 4 ATLAS 1 incident
HIGH

OpenClaw: auth bypass grants unauthorized agent control access

CVE-2026-32057
7.1
EPSS 0.3%
Auth Bypass Code Execution Agent Framework
OpenClaw 4 4 ATLAS 1 incident
HIGH

OpenClaw: RCE via shell env var injection in system.run

CVE-2026-32056
7.5
EPSS 0.6%
Code Execution Auth Bypass Supply Chain Agent Plugin Framework
OpenClaw 4 4 ATLAS 1 incident
HIGH

OpenClaw: path traversal enables arbitrary file write

CVE-2026-32055
7.6
EPSS 0.3%
Code Execution Auth Bypass Agent Framework
OpenClaw 4 4 ATLAS 1 incident
HIGH

OpenClaw: auth bypass lets operators invoke owner control-plane

CVE-2026-32051
8.8
EPSS 0.4%
Auth Bypass Code Execution Agent Framework
OpenClaw 4 5 ATLAS 2 incidents
HIGH

OpenClaw: media limit bypass enables memory exhaustion DoS

CVE-2026-32049
7.5
EPSS 0.5%
DoS Agent
OpenClaw 4 3 ATLAS
HIGH

OpenClaw: sandbox escape via cross-agent spawn bypass

CVE-2026-32048
7.5
EPSS 0.3%
Auth Bypass Code Execution Agent Framework
OpenClaw 4 4 ATLAS 1 incident
HIGH

OpenClaw: privilege escalation via unpaired device identity

CVE-2026-32042
8.8
EPSS 0.4%
Auth Bypass Data Extraction Agent API
OpenClaw 4 5 ATLAS 1 incident
HIGH

Feast: unauth path traversal leaks any file

CVE-2026-23536
7.5
EPSS 0.6%
Data Extraction Auth Bypass RAG Inference Framework
rhoai/odh-workbench-jupyter-datascience-cpu-py312-rhel9 1.9K 3 ATLAS
HIGH

langflow: IDOR enables unauthorized data access

CVE-2026-33053
8.8
EPSS 0.4%
Supply Chain Code Execution DoS Framework Agent API
langflow CWE-639 5 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.

Need deeper analysis?

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