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
2,387

AI/ML CVEs Tracked

341

Critical

358

New This Week

18

In CISA KEV

Latest AI Security Threats

Showing 20 of 308 results — Medium severity, has patch
MEDIUM

picklescan: PyTorch bypass allows undetected RCE

GHSA-4r9r-ch6f-vxmx
--
Supply Chain Code Execution Framework Model
picklescan Patch: 0.0.28 CWE-345 3 5 ATLAS
MEDIUM EXPLOIT AVAIL

llama-index: DocugamiReader MD5 hash collision drops chunks

CVE-2025-6211
6.5
EPSS 0.3%
Supply Chain Data Leakage Framework RAG
llama-index-readers-docugami Patch: 0.3.1 CWE-440 238 4 ATLAS
MEDIUM EXPLOIT AVAIL

llama-index Obsidian reader: hardlink path traversal leaks files

CVE-2025-6210
6.2
EPSS 0.3%
Data Extraction Supply Chain Framework RAG
llama-index-readers-obsidian Patch: 0.5.2 CWE-22 238 3 ATLAS
MEDIUM EXPLOIT AVAIL

llama-index: JSONReader DoS via recursive JSON parsing

CVE-2025-5472
6.5
EPSS 0.3%
DoS Framework
llama-index-core Patch: 0.12.38 CWE-674 1.2K 3 ATLAS
MEDIUM EXPLOIT AVAIL

llama-index ArxivReader: MD5 collision corrupts training data

CVE-2025-3044
5.3
EPSS 0.3%
Supply Chain Model Poisoning Data Leakage Framework Training Data RAG
llama-index-readers-papers Patch: 0.3.1 CWE-440 238 5 ATLAS
MEDIUM EXPLOIT AVAIL

llama-index: RCE via unsafe pickle deserialization

CVE-2025-3108
5.0
EPSS 0.4%
Code Execution Supply Chain Framework RAG Agent
llama-index-core Patch: 0.12.41 CWE-1112 1.2K 4 ATLAS
MEDIUM

MLflow: unauthenticated SSRF in gateway proxy

CVE-2025-52967
5.8
EPSS 0.4%
Auth Bypass Data Extraction Framework API
mlflow Patch: 3.1.0 CWE-918 655 4 ATLAS
MEDIUM

vllm: ReDoS in inference endpoints enables DoS

GHSA-j828-28rj-hfhp
4.3
DoS Inference Framework
vllm Patch: 0.9.0 CWE-1333 130 3 ATLAS
MEDIUM

vLLM: DoS via unbounded XGrammar schema cache

GHSA-hf3c-wxg2-49q9
6.5
DoS Supply Chain Inference Framework API
vllm Patch: 0.8.4 CWE-770 130 5 ATLAS
MEDIUM

xgrammar: unbounded grammar cache causes LLM server DoS

CVE-2025-32381
6.5
EPSS 0.4%
DoS Inference Framework
xgrammar Patch: 0.1.18 CWE-770 160 3 ATLAS
MEDIUM

picklescan: bypass allows silent RCE in ML pipelines

GHSA-v7x6-rv5q-mhwc
--
Supply Chain Code Execution Model Framework
picklescan Patch: 0.0.25 CWE-184 3 6 ATLAS
MEDIUM

picklescan: numpy bypass enables RCE in ML model pipelines

GHSA-fj43-3qmq-673f
--
Supply Chain Code Execution Framework Model
picklescan Patch: 0.0.25 CWE-502 3 7 ATLAS
MEDIUM EXPLOIT AVAIL

PyTorch: lstm_cell memory corruption, local code exec

CVE-2025-3001
5.3
EPSS 0.2%
Code Execution DoS Framework
torch Patch: 2.10.0 CWE-119 22.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

PyTorch: memory corruption in RNN sequence unpacking

CVE-2025-2999
5.3
EPSS 0.2%
Code Execution Data Extraction Supply Chain Framework Training Data Inference
torch Patch: 2.9.1 CWE-119 22.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

SageMaker SDK: MD5 collision silently replaces ML workflows

CVE-2025-0508
5.9
EPSS 0.2%
Supply Chain Model Poisoning Framework Training Data
sagemaker Patch: 2.237.3 CWE-328 51 3 ATLAS
MEDIUM EXPLOIT AVAIL

llama-index: DoS via infinite recursion in web reader

CVE-2024-12910
5.9
EPSS 0.6%
DoS Supply Chain Framework RAG
llama-index Patch: 0.12.9 CWE-400 238 4 ATLAS
MEDIUM EXPLOIT AVAIL

langchain-core: file read via prompt template inputs

CVE-2024-10940
5.3
EPSS 0.4%
Data Extraction Data Leakage Privacy Violation Framework Agent
langchain-core Patch: 0.1.53 CWE-497 4.8K 4 ATLAS
MEDIUM EXPLOIT AVAIL

picklescan: ZIP spoof lets malicious PyTorch models bypass scan

CVE-2025-1944
6.5
EPSS 0.3%
Supply Chain Code Execution Framework Model
picklescan Patch: 0.0.23 CWE-345 3 5 ATLAS
MEDIUM

Ray: Redis password exposed via plaintext logging

CVE-2025-1979
6.4
EPSS 0.2%
Data Leakage Data Extraction Framework Training Data
ray Patch: 2.43.0 CWE-532 873 4 ATLAS
MEDIUM EXPLOIT AVAIL

picklescan: scanner bypass enables supply chain RCE

CVE-2025-1716
--
EPSS 1.5%
Supply Chain Code Execution Model Framework
picklescan Patch: 0.0.22 CWE-184 3 5 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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