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
MEDIUM

picklescan: scanner bypass enables pickle RCE in ML models

GHSA-3gf5-cxq9-w223
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.3037 ATLAS
MEDIUM

picklescan: scanner bypass allows pickle-based RCE

GHSA-j343-8v2j-ff7w
--
Supply ChainCode ExecutionModel PoisoningModelFramework
picklescanPatch: 0.0.3036 ATLAS
MEDIUM

picklescan: scanner bypass enables RCE via ML models

GHSA-m869-42cg-3xwr
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.3037 ATLAS
MEDIUM

picklescan: detection bypass allows pickle RCE in ML pipelines

GHSA-p9w7-82w4-7q8m
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.3035 ATLAS
MEDIUM

picklescan: scanner bypass leads to undetected RCE

GHSA-xp4f-hrf8-rxw7
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.3036 ATLAS
MEDIUM

picklescan: scanner bypass enables PyTorch gadget RCE

GHSA-4whj-rm5r-c2v8
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.3036 ATLAS
MEDIUM

picklescan: scanner bypass enables RCE via model files

GHSA-9xph-j2h6-g47v
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.2936 ATLAS
MEDIUM

picklescan: RCE bypass enables ML supply chain attack

GHSA-8r4j-24qv-fmq9
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.2936 ATLAS
MEDIUM

picklescan: security bypass enables RCE in ML pipelines

GHSA-cj3c-v495-4xqh
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.2936 ATLAS
MEDIUM

picklescan: detection bypass allows malicious pickle RCE

GHSA-7cq8-mj8x-j263
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.2936 ATLAS
MEDIUM

picklescan: detection bypass allows RCE via ML model files

GHSA-6w4w-5w54-rjvr
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.2936 ATLAS
MEDIUM

picklescan: RCE bypass via idlelib SetText evasion

GHSA-3vg9-h568-4w9m
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.2936 ATLAS
MEDIUM

picklescan: scanner bypass enables RCE in ML models

GHSA-f54q-57x4-jg88
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.2937 ATLAS
MEDIUM

picklescan: scanner bypass enables RCE via ML models

GHSA-6vqj-c2q5-j97w
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.2935 ATLAS
MEDIUM

picklescan: scan bypass allows RCE in ML pipelines

GHSA-x696-vm39-cp64
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.2935 ATLAS
MEDIUM

picklescan: scanner bypass enables RCE in ML pipelines

GHSA-g344-hcph-8vgg
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.2935 ATLAS
MEDIUM

picklescan: bypass enables undetected RCE in ML models

GHSA-5qwp-399c-mjwf
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.2936 ATLAS
CRITICALEXPLOIT AVAIL

n8n-workflows: path traversal in download_workflow endpoint

CVE-2025-55526
9.1
EPSS 0.8%
Data ExtractionAuth BypassCode ExecutionAgentFrameworkAPI
fastapi165 ATLAS
HIGHEXPLOIT AVAIL

llama-index: JSON parsing DoS via deep recursion

CVE-2025-5302
8.6
EPSS 0.3%
DoSFrameworkRAG
llama-index-corePatch: 0.12.38CWE-6741.3K3 ATLAS
HIGHEXPLOIT AVAIL

xgrammar: uncontrolled recursion in grammar parsing causes DoS

CVE-2025-57809
7.5
EPSS 0.5%
DoSSupply ChainFrameworkInference
xgrammarPatch: 0.1.21CWE-6741323 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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