AI Threat Alert

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.

Sources
Each CVE is enriched with
  • CVSS severity
  • EPSS exploit probability
  • Exploitation confidence
  • AI-component classification
  • Compliance mappings
3,018

AI/ML CVEs Tracked

424

Critical

113

New This Week

19

In CISA KEV

Sort: Date CVSS EPSS KEV first Most exploited
Filter: All Critical High Medium KEV only Active exploitation Has patch No patch

Latest AI Security Threats

Showing 20 of 1076 results — has patch
HIGH EXPLOIT AVAIL

Picklescan: CRC bypass hides malicious pickle in ZIP

CVE-2025-10156
7.5
EPSS 1.4%
Supply Chain Code Execution Model Framework
picklescan Patch: 0.0.31 CWE-693 3 5 ATLAS 1 incident
HIGH EXPLOIT AVAIL

PickleScan: subclass bypass enables malicious model RCE

CVE-2025-10157
8.3
EPSS 0.8%
Supply Chain Code Execution Model Framework
picklescan Patch: 0.0.31 CWE-693 3 5 ATLAS 1 incident
HIGH EXPLOIT AVAIL

MONAI: unsafe pickle deserialization RCE in data pipeline

CVE-2025-58757
8.8
EPSS 0.6%
Code Execution Supply Chain Framework Training Data
monai Patch: 1.5.1 CWE-502 116 5 ATLAS
HIGH EXPLOIT AVAIL

MONAI: unsafe deserialization in CheckpointLoader allows RCE

CVE-2025-58756
8.8
EPSS 0.7%
Code Execution Supply Chain Framework Training Data
monai Patch: 1.5.1 CWE-502 116 5 ATLAS
HIGH EXPLOIT AVAIL

MONAI: path traversal allows arbitrary file write

CVE-2025-58755
8.8
EPSS 0.6%
Supply Chain Code Execution Framework
monai Patch: 1.5.1 CWE-22 116 4 ATLAS
MEDIUM EXPLOIT AVAIL

xgrammar: DoS via oversized JSON schema grammar parsing

CVE-2025-58446
--
EPSS 0.5%
DoS Inference Framework
xgrammar Patch: 0.1.24 CWE-770 16 3 ATLAS
HIGH EXPLOIT AVAIL SCANNER

EverNoteLoader: XXE exposes host files in LangChain

CVE-2025-6984
7.5
EPSS 1.7%
Data Extraction Data Leakage Framework RAG
langchain-community Patch: 0.3.27 CWE-200 1.2K 4 ATLAS
MEDIUM

picklescan: scanner bypass enables model RCE

GHSA-q77w-mwjj-7mqx
--
Supply Chain Code Execution Framework Model
picklescan Patch: 0.0.30 3 6 ATLAS
MEDIUM

picklescan: scanner bypass enables RCE via ML model files

GHSA-49gj-c84q-6qm9
--
Supply Chain Code Execution Model Framework
picklescan Patch: 0.0.30 3 5 ATLAS
MEDIUM

picklescan: scan bypass allows silent RCE via ML models

GHSA-9w88-8rmg-7g2p
--
Supply Chain Code Execution Model Framework
picklescan Patch: 0.0.30 3 6 ATLAS
MEDIUM

picklescan: detection bypass allows undetected RCE in ML models

GHSA-fqq6-7vqf-w3fg
--
Supply Chain Code Execution Framework Model
picklescan Patch: 0.0.30 3 6 ATLAS
MEDIUM

picklescan: scanner bypass enables pickle RCE in ML models

GHSA-3gf5-cxq9-w223
--
Supply Chain Code Execution Model Framework
picklescan Patch: 0.0.30 3 7 ATLAS
MEDIUM

picklescan: scanner bypass allows pickle-based RCE

GHSA-j343-8v2j-ff7w
--
Supply Chain Code Execution Model Poisoning Model Framework
picklescan Patch: 0.0.30 3 6 ATLAS
MEDIUM

picklescan: scanner bypass enables RCE via ML models

GHSA-m869-42cg-3xwr
--
Supply Chain Code Execution Model Framework
picklescan Patch: 0.0.30 3 7 ATLAS
MEDIUM

picklescan: detection bypass allows pickle RCE in ML pipelines

GHSA-p9w7-82w4-7q8m
--
Supply Chain Code Execution Framework Model
picklescan Patch: 0.0.30 3 5 ATLAS
MEDIUM

picklescan: scanner bypass leads to undetected RCE

GHSA-xp4f-hrf8-rxw7
--
Supply Chain Code Execution Model Framework
picklescan Patch: 0.0.30 3 6 ATLAS
MEDIUM

picklescan: scanner bypass enables PyTorch gadget RCE

GHSA-4whj-rm5r-c2v8
--
Supply Chain Code Execution Framework Model
picklescan Patch: 0.0.30 3 6 ATLAS
MEDIUM

picklescan: scanner bypass enables RCE via model files

GHSA-9xph-j2h6-g47v
--
Supply Chain Code Execution Model Framework
picklescan Patch: 0.0.29 3 6 ATLAS
MEDIUM

picklescan: RCE bypass enables ML supply chain attack

GHSA-8r4j-24qv-fmq9
--
Supply Chain Code Execution Framework Model
picklescan Patch: 0.0.29 3 6 ATLAS
MEDIUM

picklescan: security bypass enables RCE in ML pipelines

GHSA-cj3c-v495-4xqh
--
Supply Chain Code Execution Model Framework
picklescan Patch: 0.0.29 3 6 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.

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