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
HIGHEXPLOIT AVAIL

Langflow: privilege escalation to full superuser via CLI

CVE-2025-57760
8.8
EPSS 0.5%
Auth BypassCode ExecutionFrameworkAgent
langflowCWE-2695 ATLAS
MEDIUM

picklescan: PyTorch gadget bypasses scanner, enables RCE

GHSA-vv6j-3g6g-2pvj
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.28CWE-34536 ATLAS
MEDIUM

picklescan: PyTorch gadget bypasses pickle RCE detection

GHSA-vr7h-p6mm-wpmh
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.28CWE-34535 ATLAS
MEDIUM

picklescan: detection bypass via PyTorch proxy RCE

GHSA-h3qp-7fh3-f8h4
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.2837 ATLAS
MEDIUM

picklescan: RCE bypass via torch.utils.collect_env

GHSA-f745-w6jp-hpxx
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.28CWE-34535 ATLAS
MEDIUM

picklescan: scanner bypass enables RCE via PyTorch function

GHSA-f4x7-rfwp-v3xw
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.28CWE-34535 ATLAS
MEDIUM

picklescan: detection bypass enables PyTorch model RCE

GHSA-86cj-95qr-2p4f
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.28CWE-34536 ATLAS
MEDIUM

picklescan: PyTorch bypass allows undetected RCE

GHSA-4r9r-ch6f-vxmx
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.28CWE-34535 ATLAS
HIGHEXPLOIT AVAIL

vLLM: unauthenticated DoS via oversized HTTP header

CVE-2025-48956
7.5
EPSS 0.6%
DoSInferenceAPIFramework
vllmCWE-400943 ATLAS
HIGH

vLLM: RCE via eval() in Qwen3 Coder tool parser

CVE-2025-9141
8.8
EPSS 4.0%
Code ExecutionSupply ChainInferenceFrameworkAgent
vllmPatch: 0.10.1.1CWE-502945 ATLAS
MEDIUM

n8n: symlink traversal enables arbitrary file read/write

CVE-2025-57749
6.5
EPSS 0.5%
Data ExtractionAuth BypassAgentFramework
n8n165 ATLAS
MEDIUM

n8n: Stored XSS enables full account takeover

CVE-2025-52478
5.4
EPSS 0.4%
Auth BypassData LeakageCode ExecutionAgentFrameworkAPI
n8n167 ATLAS
HIGH

Merlin Transformers4Rec: code injection via Python dep

CVE-2025-23298
7.8
EPSS 0.8%
Supply ChainCode ExecutionFramework
4 ATLAS
HIGH

Siemens TIA Portal/SIMATIC: DLL hijack in installer

CVE-2025-30033
7.8
EPSS 0.2%
Code ExecutionFramework
WinCC Panel Image Setup514
HIGH

picklescan: detection bypass allows malicious pickle exec

GHSA-9gvj-pp9x-gcfr
--
Supply ChainCode ExecutionAuth BypassFrameworkModel
picklescanPatch: 0.0.27CWE-50236 ATLAS
UNKNOWN

Zed Agent Panel: AI agent RCE via permissions bypass

CVE-2025-55012
--
EPSS 0.2%
Code ExecutionAuth BypassPrompt InjectionAgent
6 ATLAS
HIGHEXPLOIT AVAIL

Keras: safe mode bypass enables RCE via model load

CVE-2025-8747
7.8
EPSS 0.1%
Code ExecutionSupply ChainFrameworkModel
kerasCWE-5024.1K5 ATLAS
HIGHEXPLOIT AVAIL

skops: joblib fallback enables RCE via model load

CVE-2025-54886
8.4
EPSS 0.2%
Supply ChainCode ExecutionFrameworkModel
skopsPatch: 0.13.0CWE-5027665 ATLAS
MEDIUMEXPLOIT AVAIL

ExecuTorch: integer overflow enables RCE via model loading

CVE-2025-54952
--
EPSS 0.6%
Code ExecutionSupply ChainFrameworkInferenceModel
executorchCWE-68074 ATLAS
CRITICAL

ExecuTorch: heap buffer overflow RCE via model loading

CVE-2025-54949
9.8
EPSS 0.7%
Code ExecutionSupply ChainFrameworkModel
executorchPatch: 0.7.0CWE-12275 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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