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
4,330

AI/ML CVEs Tracked

536

Critical

107

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 4330 results
HIGH

libtiff: integer overflow causes heap OOB write

CVE-2026-4775
7.8
EPSS 0.6%
Code ExecutionDoSInferenceModel
rhaiis/vllm-spyre-rhel9943 ATLAS
HIGHEXPLOIT AVAILSCANNER

langflow: Path Traversal enables file access

CVE-2026-33497
7.5
EPSS 19.6%
Data ExtractionAuth BypassFrameworkAgent
langflowPatch: 1.7.1CWE-225 ATLAS
HIGHEXPLOIT AVAIL

langflow: Access Control bypass enables privilege escalation

CVE-2026-33484
7.5
EPSS 5.9%
Auth BypassData ExtractionPrivacy ViolationFrameworkAPI
langflowPatch: 1.9.0CWE-2845 ATLAS
CRITICALEXPLOIT AVAIL

langflow: security flaw enables exploitation

CVE-2026-33475
9.1
EPSS 3.2%
Supply ChainCode ExecutionData ExtractionFrameworkAgent
langflowCWE-745 ATLAS
CRITICALEXPLOIT AVAIL

langflow: Path Traversal enables file access

CVE-2026-33309
9.9
EPSS 13.5%
Code ExecutionAuth BypassSupply ChainFrameworkAgentPlugin
langflowPatch: 1.9.0CWE-228 ATLAS
CRITICAL

OpenClaw: auth header leak via cross-origin redirect

CVE-2026-32913
9.3
EPSS 0.3%
Data ExtractionAuth BypassData LeakageAgentAPIFramework
OpenClaw35 ATLAS1 incident
MEDIUM

OpenClaw: sandbox escape via /acp spawn command

CVE-2026-27646
6.1
EPSS 0.1%
Auth BypassCode ExecutionAgent
OpenClaw34 ATLAS2 incidents
MEDIUM

OpenClaw: shell allowlist bypass via dispatch wrapper depth

CVE-2026-27183
5.3
EPSS 0.1%
Auth BypassCode ExecutionAgentFramework
OpenClaw34 ATLAS1 incident
MEDIUMEXPLOIT AVAIL

AI component: IDOR enables unauthorized data access

CVE-2026-30886
6.5
EPSS 0.3%
Data LeakageCode ExecutionAPIModelInference
CWE-6396 ATLAS
HIGHEXPLOIT AVAIL

AI component: Input Validation flaw enables exploitation

CVE-2026-4538
7.8
EPSS 0.2%
Model PoisoningCode ExecutionFrameworkRAGModel
CWE-205 ATLAS
MEDIUM

OpenClaw: sender-policy bypass injects unauthorized agent events

CVE-2026-32899
4.3
EPSS 0.2%
Auth BypassPrompt InjectionAgent
OpenClaw33 ATLAS1 incident
MEDIUM

OpenClaw: ACP bypass enables silent tool execution

CVE-2026-32898
5.4
EPSS 0.3%
Auth BypassData ExtractionAgentFramework
OpenClaw34 ATLAS1 incident
LOW

OpenClaw: auth token leak via prompt hash fallback

CVE-2026-32897
3.7
EPSS 0.3%
Auth BypassData LeakageAgentAPI
OpenClaw34 ATLAS1 incident
MEDIUM

OpenClaw: auth bypass via webhook passwordless fallback

CVE-2026-32896
4.8
EPSS 0.3%
Auth BypassData LeakageAgentPlugin
OpenClaw34 ATLAS1 incident
MEDIUM

OpenClaw: auth bypass circumvents Slack event allowlists

CVE-2026-32895
5.4
EPSS 0.2%
Auth BypassAgent
OpenClaw33 ATLAS1 incident
LOW

OpenClaw: auth bypass enables cross-account pairing reuse

CVE-2026-32067
3.7
EPSS 0.2%
Auth BypassAgent
OpenClaw33 ATLAS1 incident
MEDIUM

OpenClaw: approval bypass enables unauthorized command exec

CVE-2026-32065
4.8
EPSS 0.3%
Auth BypassCode ExecutionAgentFramework
OpenClaw34 ATLAS1 incident
HIGH

OpenClaw: unauthenticated VNC access in AI sandbox

CVE-2026-32064
7.7
EPSS 0.5%
Auth BypassData ExtractionAgent
OpenClaw34 ATLAS1 incident
LOW

OpenClaw: approval bypass enables unauthorized agent execution

CVE-2026-32058
2.6
EPSS 0.2%
Auth BypassCode ExecutionAgentFramework
OpenClaw33 ATLAS1 incident
HIGH

OpenClaw: auth bypass grants unauthorized agent control access

CVE-2026-32057
7.1
EPSS 0.3%
Auth BypassCode ExecutionAgentFramework
OpenClaw34 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.

Need deeper analysis?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

Start 14-Day Free Trial