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
4,307

AI/ML CVEs Tracked

533

Critical

95

New This Week

25

In CISA KEV

Sort:DateCVSSEPSSKEV firstMost exploited
Filter:AllCriticalHighMediumKEV onlyActive exploitationHas patchNo patch

Latest AI Security Threats

Showing 20 of 1908 results — High severity
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
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
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
HIGHEXPLOIT AVAIL

Langflow: privilege escalation to full superuser via CLI

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

WP Contest Gallery: Stored XSS exposes OpenAI API creds

CVE-2025-7725
7.2
EPSS 0.3%
Data ExtractionCode ExecutionPluginAPI
4 ATLAS
HIGHEXPLOIT AVAIL

skops: RCE via MethodNode unsafe deserialization

CVE-2025-54413
--
EPSS 0.2%
Code ExecutionSupply ChainFrameworkModel
skopsPatch: 0.12.0CWE-3517664 ATLAS
HIGHEXPLOIT AVAIL

skops: OperatorFuncNode type confusion → RCE

CVE-2025-54412
--
EPSS 0.2%
Supply ChainCode ExecutionFrameworkModel
skopsPatch: 0.12.0CWE-3517664 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.

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