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

535

Critical

107

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 4330 results
MEDIUM

ONNX: hardlink path traversal leaks sensitive files

CVE-2026-34446
4.7
EPSS 0.2%
Supply ChainData ExtractionFrameworkModel
onnxPatch: 1.21.0CWE-221.1K4 ATLAS
HIGH

ONNX: property overwrite via crafted model file

CVE-2026-34445
8.6
EPSS 0.3%
Supply ChainDoSCode ExecutionFrameworkModelInference
onnxPatch: 1.21.0CWE-201.1K5 ATLAS
MEDIUM

OpenClaw: UNC/file URL bypass in Windows media loaders

CVE-2026-34510
5.3
EPSS 0.3%
Data LeakageData ExtractionAgentFramework
OpenClaw33 ATLAS
HIGHEXPLOIT AVAIL

ONNX: symlink path traversal allows arbitrary file read

CVE-2026-27489
8.6
EPSS 0.6%
Supply ChainData ExtractionFrameworkModel
onnxPatch: 1.21.0CWE-231.1K5 ATLAS
MEDIUM

Anthropic SDK: TOCTOU symlink escape in async memory tool

CVE-2026-34452
--
EPSS 0.1%
Code ExecutionData ExtractionAuth BypassFrameworkAgentAPI
anthropicPatch: 0.87.0CWE-596.3K5 ATLAS17 incidents
MEDIUM

anthropic-ai/sdk: memory tool path traversal escape

CVE-2026-34451
--
EPSS 0.4%
Prompt InjectionData ExtractionCode ExecutionFrameworkAgentAPI
@anthropic-ai/sdkPatch: 0.81.0CWE-222216 ATLAS
MEDIUM

anthropic-sdk: insecure file perms expose agent memory

CVE-2026-34450
--
EPSS 0.1%
Data LeakageModel PoisoningData ExtractionAgentFrameworkAPI
anthropicPatch: 0.87.0CWE-2766.3K4 ATLAS17 incidents
HIGH

Claude Setup: DLL search-order hijacking LPE

CVE-2026-22561
7.8
EPSS 0.2%
Code ExecutionSupply ChainAPIFramework
3 ATLAS
CRITICALEXPLOIT AVAIL

MLflow: command injection via model_uri in mlserver mode

CVE-2026-0596
9.6
EPSS 1.4%
Code ExecutionSupply ChainFrameworkInference
mlflowPatch: 3.9.0CWE-786954 ATLAS1 incident
HIGH

OpenClaw: SSRF in fal provider exposes internal services

CVE-2026-34504
8.3
EPSS 0.2%
Supply ChainData ExtractionPrivacy ViolationAgentPluginAPI
OpenClaw34 ATLAS1 incident
HIGH

OpenClaw: WebSocket session persists after token revocation

CVE-2026-34503
8.1
EPSS 0.3%
Auth BypassData ExtractionAgent
OpenClaw33 ATLAS1 incident
MEDIUM

OpenClaw: sandbox bypass enables arbitrary file read

CVE-2026-33581
6.5
EPSS 0.6%
Data ExtractionPrivacy ViolationAuth BypassAgentPluginFramework
OpenClaw35 ATLAS1 incident
MEDIUM

OpenClaw: webhook brute-force enables event forgery

CVE-2026-33580
6.5
EPSS 0.4%
Auth BypassCode ExecutionAgentAPI
OpenClaw34 ATLAS1 incident
CRITICAL

OpenClaw: scope bypass escalates low-priv to admin

CVE-2026-33579
9.9
EPSS 0.8%
Auth BypassCode ExecutionAgentPlugin
OpenClaw34 ATLAS1 incident
MEDIUM

OpenClaw: allowlist bypass exposes AI agents to all users

CVE-2026-33578
4.3
EPSS 0.3%
Auth BypassData ExtractionAgentPlugin
OpenClaw34 ATLAS1 incident
HIGH

OpenClaw: scope bypass lets low-priv ops elevate node access

CVE-2026-33577
8.1
EPSS 0.4%
Auth BypassData ExtractionAgentFramework
OpenClaw34 ATLAS1 incident
MEDIUM

OpenClaw: pre-auth media fetch enables disk exhaustion DoS

CVE-2026-33576
6.5
EPSS 0.4%
Auth BypassDoSAgentAPI
OpenClaw33 ATLAS
MEDIUM

OpenClaw: auth bypass lets any Teams user invoke AI agent

CVE-2026-34506
4.3
EPSS 0.3%
Auth BypassAgentPlugin
OpenClaw33 ATLAS1 incident
MEDIUM

OpenClaw: webhook rate-limit bypass enables brute-force

CVE-2026-34505
6.5
EPSS 0.3%
Auth BypassCode ExecutionAgent
OpenClaw34 ATLAS1 incident
HIGH

OpenClaw: sandbox escape via fs-bridge TOCTOU race

CVE-2026-32988
7.5
EPSS 0.1%
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.

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