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 4307 results
HIGH

OpenClaw: privilege escalation via unpaired device identity

CVE-2026-32042
8.8
EPSS 0.4%
Auth BypassData ExtractionAgentAPI
OpenClaw35 ATLAS1 incident
HIGHSCANNER

Feast: unauth path traversal leaks any file

CVE-2026-23536
7.5
EPSS 2.4%
Data ExtractionAuth BypassRAGInferenceFramework
rhoai/odh-workbench-jupyter-datascience-cpu-py312-rhel91.9K3 ATLAS
CRITICAL

OpenClaw: WebSocket scope self-elevation grants admin

CVE-2026-22172
9.9
EPSS 0.6%
Auth BypassCode ExecutionAgentAPIFramework
OpenClaw34 ATLAS1 incident
HIGH

langflow: IDOR enables unauthorized data access

CVE-2026-33053
8.8
EPSS 0.4%
Supply ChainCode ExecutionDoSFrameworkAgentAPI
langflowCWE-6395 ATLAS
CRITICALKEVSCANNER

langflow: Code Injection enables RCE

CVE-2026-33017
9.8
EPSS 96.2%
Model PoisoningCode ExecutionFrameworkAgentAPI
langflowPatch: 1.9.0CWE-956 ATLAS
MEDIUM

OpenClaw: auth bypass exposes browser-control RCE

CVE-2026-32041
6.9
EPSS 0.1%
Auth BypassCode ExecutionAgent
OpenClaw35 ATLAS1 incident
MEDIUM

OpenClaw: XSS via HTML export mimeType injection

CVE-2026-32040
4.6
EPSS 0.2%
Code ExecutionData ExtractionAgent
OpenClaw34 ATLAS1 incident
MEDIUM

OpenClaw: auth bypass grants privileged tool access

CVE-2026-32039
5.9
EPSS 0.2%
Auth BypassCode ExecutionAgentPlugin
OpenClaw34 ATLAS1 incident
CRITICAL

OpenClaw: sandbox bypass enables container lateral movement

CVE-2026-32038
9.8
EPSS 0.3%
Auth BypassCode ExecutionAgentFramework
OpenClaw34 ATLAS1 incident
MEDIUM

OpenClaw: SSRF bypass via MSTeams redirect chain

CVE-2026-32037
6.0
EPSS 0.2%
Auth BypassData ExtractionAgent
OpenClaw33 ATLAS1 incident
MEDIUM

OpenClaw: auth bypass via encoded path traversal in gateway

CVE-2026-32036
6.5
EPSS 0.5%
Auth BypassData ExtractionAgentPlugin
OpenClaw35 ATLAS1 incident
MEDIUM

OpenClaw: auth bypass grants owner-level tool access

CVE-2026-32035
5.9
EPSS 0.1%
Auth BypassAgent
OpenClaw33 ATLAS1 incident
HIGH

OpenClaw: auth bypass enables high-privilege agent control

CVE-2026-32034
8.1
EPSS 0.4%
Auth BypassCode ExecutionAgentAPI
OpenClaw34 ATLAS1 incident
MEDIUM

OpenClaw: path traversal leaks files outside workspace

CVE-2026-32033
6.5
EPSS 0.4%
Data ExtractionAuth BypassAgentPlugin
OpenClaw34 ATLAS1 incident
HIGH

OpenClaw: SHELL env var injection enables local RCE

CVE-2026-32032
7.8
EPSS 0.1%
Code ExecutionAgent
OpenClaw34 ATLAS1 incident
MEDIUM

OpenClaw: auth bypass in plugin channel gateway

CVE-2026-32031
4.8
EPSS 0.2%
Auth BypassCode ExecutionAgentPlugin
OpenClaw34 ATLAS1 incident
HIGH

OpenClaw: path traversal exposes host files via SCP

CVE-2026-32030
7.5
EPSS 0.4%
Data ExtractionData LeakageAgent
OpenClaw34 ATLAS1 incident
MEDIUM

OpenClaw: IP spoofing bypasses rate-limiting controls

CVE-2026-32029
5.3
EPSS 0.2%
Auth BypassAgentFramework
OpenClaw33 ATLAS
MEDIUM

OpenClaw: auth bypass enables unauthorized agent execution

CVE-2026-32028
5.3
EPSS 0.2%
Auth BypassAgentPlugin
OpenClaw33 ATLAS1 incident
MEDIUM

OpenClaw: authorization bypass in group sender allowlist

CVE-2026-32027
6.5
EPSS 0.3%
Auth BypassData ExtractionAgentFramework
OpenClaw35 ATLAS1 incident

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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