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
3,019

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 400 results — Medium severity, has patch
MEDIUM

xgrammar: unbounded grammar cache causes LLM server DoS

CVE-2025-32381
6.5
EPSS 0.5%
DoS Inference Framework
xgrammar Patch: 0.1.18 CWE-770 16 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 24.2K 3 ATLAS
MEDIUM EXPLOIT AVAIL

PyTorch: memory corruption in torch.jit.script compiler

CVE-2025-3000
5.3
EPSS 0.2%
Code Execution Supply Chain Framework Inference
torch Patch: 2.13.0 CWE-119 24.2K 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 24.2K 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 50 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-400 244 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 5.5K 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-532 619 4 ATLAS
MEDIUM EXPLOIT AVAIL

picklescan: scanner bypass enables supply chain RCE

CVE-2025-1716
--
EPSS 1.7%
Supply Chain Code Execution Model Framework
picklescan Patch: 0.0.22 CWE-184 3 5 ATLAS
MEDIUM EXPLOIT AVAIL

picklescan: extension bypass enables RCE on model load

CVE-2025-1889
--
EPSS 0.4%
Supply Chain Code Execution Model Framework
picklescan Patch: 0.0.22 CWE-646 3 5 ATLAS
MEDIUM EXPLOIT AVAIL SCANNER

Label Studio: reflected XSS via label_config param

CVE-2025-25296
6.1
EPSS 1.9%
Code Execution Data Extraction Training Data Framework
label-studio Patch: 1.16.0 CWE-79 1 4 ATLAS
MEDIUM EXPLOIT AVAIL

Composio: command injection in AI agent tool calls

CVE-2024-53526
6.4
EPSS 0.6%
Code Execution Supply Chain Framework Agent API
composio-openai Patch: 0.6.9 CWE-77 18.0K 5 ATLAS
MEDIUM

Giskard: ReDoS in text perturbation causes DoS

CVE-2024-52524
--
EPSS 0.8%
DoS Supply Chain Framework
giskard Patch: 2.15.5 CWE-1333 3 ATLAS
MEDIUM

Gradio: Dropdown validation bypass enables arbitrary input

GHSA-26jh-r8g2-6fpr
5.3
Auth Bypass Code Execution Framework Inference API
gradio Patch: 5.0.0 669 3 ATLAS
MEDIUM EXPLOIT AVAIL

langchain-community: DoS via recursive sitemap loop

CVE-2024-2965
4.2
EPSS 0.3%
DoS Supply Chain Framework RAG
langchain Patch: 0.2.5 CWE-400 3.0K 3 ATLAS
MEDIUM EXPLOIT AVAIL

Label Studio: SSRF + file read, self-reg bypass

CVE-2022-36551
6.5
EPSS 5.4%
Data Extraction Auth Bypass Data Leakage Training Data Framework
label-studio Patch: 1.6.0 CWE-918 1 6 ATLAS
MEDIUM

Jupyter Notebook: XSS via missing CSP on served files

CVE-2018-21030
5.3
EPSS 1.4%
Code Execution Data Leakage Framework
notebook Patch: 5.5.0rc1 CWE-79 3.0K 3 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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