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

Keras: safe_mode bypass enables RCE via model load

CVE-2025-9906
7.3
EPSS 0.2%
Code ExecutionSupply ChainFrameworkModel
kerasCWE-5024.1K6 ATLAS
HIGHEXPLOIT AVAIL

Keras: safe_mode bypass enables RCE via .h5 model files

CVE-2025-9905
7.3
EPSS 0.2%
Code ExecutionSupply ChainFrameworkModel
kerasCWE-9134.1K5 ATLAS
HIGHEXPLOIT AVAIL

picklescan: file extension bypass allows model RCE

CVE-2025-10155
7.8
EPSS 0.8%
Supply ChainCode ExecutionModelFramework
picklescanCWE-2035 ATLAS
MEDIUM

n8n: stored XSS in LangChain chat trigger (public)

CVE-2025-58177
5.4
EPSS 0.2%
Social EngineeringData ExtractionFrameworkAgent
n8n165 ATLAS
MEDIUMEXPLOIT AVAIL

Transformers: ReDoS in EnglishNormalizer exhausts CPU

CVE-2025-6051
5.3
EPSS 0.4%
DoSFrameworkInference
transformersCWE-13339.8K4 ATLAS
CRITICALEXPLOIT AVAILSCANNER

Flowise: auth bypass in reset flow allows full ATO

CVE-2025-58434
9.8
EPSS 82.6%
Auth BypassData ExtractionAgentFramework
flowise5 ATLAS
CRITICALEXPLOIT AVAIL

langchaingo: Jinja2 SSTI allows host filesystem read

CVE-2025-9556
9.8
EPSS 0.7%
Code ExecutionData ExtractionFrameworkAgent
5 ATLAS
HIGHEXPLOIT AVAIL

HuggingFace Transformers: ReDoS in MarianTokenizer

CVE-2025-6638
7.5
EPSS 0.6%
DoSSupply ChainFrameworkInference
transformersCWE-13339.8K4 ATLAS
HIGHEXPLOIT AVAIL

Picklescan: CRC bypass hides malicious pickle in ZIP

CVE-2025-10156
7.5
EPSS 1.5%
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.31CWE-69335 ATLAS1 incident
HIGHEXPLOIT AVAIL

PickleScan: subclass bypass enables malicious model RCE

CVE-2025-10157
8.3
EPSS 0.8%
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.31CWE-69335 ATLAS1 incident
HIGHEXPLOIT AVAIL

MONAI: unsafe pickle deserialization RCE in data pipeline

CVE-2025-58757
8.8
EPSS 0.6%
Code ExecutionSupply ChainFrameworkTraining Data
monaiPatch: 1.5.1CWE-5021285 ATLAS
HIGHEXPLOIT AVAIL

MONAI: unsafe deserialization in CheckpointLoader allows RCE

CVE-2025-58756
8.8
EPSS 0.8%
Code ExecutionSupply ChainFrameworkTraining Data
monaiPatch: 1.5.1CWE-5021285 ATLAS
HIGHEXPLOIT AVAIL

MONAI: path traversal allows arbitrary file write

CVE-2025-58755
8.8
EPSS 0.6%
Supply ChainCode ExecutionFramework
monaiPatch: 1.5.1CWE-221284 ATLAS
HIGHEXPLOIT AVAIL

n8n: unrestricted file upload RCE via Chat Trigger

CVE-2025-56265
8.8
EPSS 0.6%
Code ExecutionData ExtractionAuth BypassFrameworkAgentPlugin
n8n165 ATLAS
MEDIUMEXPLOIT AVAIL

xgrammar: DoS via oversized JSON schema grammar parsing

CVE-2025-58446
--
EPSS 0.6%
DoSInferenceFramework
xgrammarPatch: 0.1.24CWE-7701323 ATLAS
HIGHEXPLOIT AVAILSCANNER

EverNoteLoader: XXE exposes host files in LangChain

CVE-2025-6984
7.5
EPSS 1.6%
Data ExtractionData LeakageFrameworkRAG
langchain-communityPatch: 0.3.27CWE-2001.3K4 ATLAS
MEDIUM

picklescan: scanner bypass enables model RCE

GHSA-q77w-mwjj-7mqx
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.3036 ATLAS
MEDIUM

picklescan: scanner bypass enables RCE via ML model files

GHSA-49gj-c84q-6qm9
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.3035 ATLAS
MEDIUM

picklescan: scan bypass allows silent RCE via ML models

GHSA-9w88-8rmg-7g2p
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.3036 ATLAS
MEDIUM

picklescan: detection bypass allows undetected RCE in ML models

GHSA-fqq6-7vqf-w3fg
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.3036 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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