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
2,374

AI/ML CVEs Tracked

344

Critical

407

New This Week

18

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 823 results — has patch
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
CRITICAL EXPLOIT AVAIL

spacy-llm: SSTI allows unauthenticated RCE (CVSS 9.8)

CVE-2025-25362
9.8
EPSS 0.7%
Code Execution Data Extraction Framework
spacy-llm Patch: 0.7.3 CWE-94 143 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
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
CRITICAL

JupyterHub LTI13: JWT forgery enables full auth bypass

CVE-2023-25574
10.0
EPSS 0.3%
Auth Bypass Framework
jupyterhub-ltiauthenticator Patch: 1.4.0 CWE-347 1.9K 3 ATLAS
HIGH

Label Studio: SSRF via S3 endpoint exposes internal services

CVE-2025-25297
8.6
EPSS 0.5%
Data Extraction Auth Bypass Framework Training Data
label-studio Patch: 1.16.0 CWE-918 1 4 ATLAS
MEDIUM EXPLOIT AVAIL SCANNER

Label Studio: reflected XSS via label_config param

CVE-2025-25296
6.1
EPSS 1.8%
Code Execution Data Extraction Training Data Framework
label-studio Patch: 1.16.0 CWE-79 1 4 ATLAS
HIGH EXPLOIT AVAIL

Label Studio SDK: path traversal leaks server filesystem

CVE-2025-25295
--
EPSS 0.7%
Data Extraction Data Leakage Privacy Violation Framework Training Data
label-studio-sdk Patch: 1.0.10 CWE-26 1 5 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 16.6K 5 ATLAS
CRITICAL EXPLOIT AVAIL

LlamaFactory: RCE via OS command injection in training

CVE-2024-52803
9.8
EPSS 2.3%
Code Execution Supply Chain Framework Training Data
llamafactory Patch: 0.9.1 CWE-78 1 6 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
HIGH

TorchGeo: RCE via code injection in geospatial ML lib

CVE-2024-49048
8.1
EPSS 1.2%
Code Execution Supply Chain Framework Training Data
torchgeo Patch: 0.6.1 CWE-94 15 5 ATLAS
MEDIUM

Gradio: Dropdown validation bypass enables arbitrary input

GHSA-26jh-r8g2-6fpr
5.3
Auth Bypass Code Execution Framework Inference API
gradio Patch: 5.0.0 685 3 ATLAS
HIGH EXPLOIT AVAIL

ONNX: path traversal in model download enables RCE

CVE-2024-5187
8.8
EPSS 1.2%
Supply Chain Code Execution Framework Model
onnx Patch: 1.16.2 CWE-22 1.2K 4 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 2.7K 3 ATLAS
CRITICAL EXPLOIT AVAIL SCANNER

Ray: unauthenticated LFI exposes entire filesystem

CVE-2023-6020
9.3
EPSS 14.7%
Data Extraction Auth Bypass Framework Training Data Model
ray Patch: 2.8.1 CWE-598 873 5 ATLAS
CRITICAL EXPLOIT AVAIL SCANNER

Ray: LFI allows unauthenticated file read

CVE-2023-6021
9.3
EPSS 37.1%
Data Extraction Auth Bypass Framework Inference
ray Patch: 2.8.1 CWE-22 873 5 ATLAS
CRITICAL EXPLOIT AVAIL

Ray: unauthenticated RCE via dashboard command injection

CVE-2023-6019
9.8
EPSS 74.6%
Code Execution Auth Bypass Supply Chain Framework Inference Training Data
ray Patch: 2.8.1 CWE-78 873 6 ATLAS
CRITICAL

LangChain: prompt injection → SQL RCE (CVSS 9.8)

CVE-2023-32785
9.8
Prompt Injection Code Execution Data Extraction Framework Agent
langchain Patch: 0.0.247 CWE-74 2.7K 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.

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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