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
2,388

AI/ML CVEs Tracked

342

Critical

358

New This Week

18

In CISA KEV

Latest AI Security Threats

Showing 20 of 1074 results — Active exploitation
HIGH EXPLOIT AVAIL

jupyterlab-git: command injection via malicious repo name

CVE-2025-30370
7.4
EPSS 0.5%
Code Execution Supply Chain Framework Plugin
jupyterlab-git Patch: 0.51.1 CWE-78 1.9K 4 ATLAS
LOW EXPLOIT AVAIL

PyTorch: memory corruption in CUDA caching allocator

CVE-2025-3136
3.3
EPSS 0.2%
DoS Framework Inference
pytorch CWE-787 22.7K 2 ATLAS
MEDIUM EXPLOIT AVAIL

PyTorch: memory corruption in JIT flatbuffer loader

CVE-2025-3121
5.5
EPSS 0.2%
DoS Supply Chain Framework Inference
pytorch 22.7K 3 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 torch.jit.script compiler

CVE-2025-3000
5.3
EPSS 0.2%
Code Execution Supply Chain Framework Inference
torch 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

PyTorch: memory corruption in RNN pad_packed_sequence

CVE-2025-2998
5.3
EPSS 0.2%
Code Execution Supply Chain DoS Framework Training Data
torch CWE-119 22.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

PyTorch: DoS via mkldnn_max_pool2d resource leak

CVE-2025-2953
5.5
EPSS 0.2%
DoS Supply Chain Framework Inference Model
pytorch CWE-404 22.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

openairinterface5g: segfault enables DoS via crafted UE message

CVE-2025-26265
6.5
EPSS 0.4%
DoS Inference
openairinterface5g 16.6K 2 ATLAS
CRITICAL EXPLOIT AVAIL

InvokeAI: RCE via unsafe torch.load deserialization

CVE-2024-12029
9.8
EPSS 5.3%
Code Execution Supply Chain Framework Model
InvokeAI Patch: 5.4.3rc2 CWE-502 5 ATLAS
HIGH EXPLOIT AVAIL

litellm: privilege escalation viewer→proxy admin via bad API key

CVE-2025-0628
8.1
EPSS 0.3%
Auth Bypass Data Extraction API Framework
litellm Patch: 1.61.15 CWE-266 6 4 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
HIGH EXPLOIT AVAIL

LiteLLM: Langfuse API key leak via error handling

CVE-2025-0330
7.5
EPSS 0.5%
Data Leakage Auth Bypass Data Extraction Framework API Inference
litellm CWE-1230 6 4 ATLAS
HIGH EXPLOIT AVAIL

litellm: unauthenticated DoS via multipart boundary parsing

CVE-2024-8984
7.5
EPSS 0.8%
DoS API Framework Inference
litellm Patch: 1.56.2 CWE-400 6 3 ATLAS
HIGH EXPLOIT AVAIL

open-webui: Stored XSS enables admin session hijack

CVE-2024-7990
8.4
EPSS 0.9%
Code Execution Data Extraction Auth Bypass Framework API
open-webui CWE-79 3 ATLAS
HIGH EXPLOIT AVAIL

Open-WebUI: unauthenticated PDF endpoint enables DoS

CVE-2024-8053
7.5
EPSS 0.6%
Auth Bypass DoS API Inference
open-webui CWE-287 3 ATLAS
HIGH EXPLOIT AVAIL

OpenWebUI: path traversal RCE via audio upload API

CVE-2024-8060
8.1
EPSS 0.9%
Code Execution Data Extraction Framework API
open-webui Patch: 0.5.17 CWE-22 5 ATLAS
HIGH EXPLOIT AVAIL

open-webui: unauthenticated DoS via markdown parser

CVE-2024-7983
7.5
EPSS 0.8%
DoS Auth Bypass API Framework
open-webui CWE-400 3 ATLAS
HIGH EXPLOIT AVAIL

pytorch-lightning: unauthenticated DoS crashes LightningApp

CVE-2024-8020
7.5
EPSS 0.6%
DoS Framework API
pytorch-lightning CWE-248 1.6K 3 ATLAS
CRITICAL EXPLOIT AVAIL

pytorch-lightning: file upload RCE (Windows)

CVE-2024-8019
9.1
EPSS 1.0%
Code Execution Supply Chain Framework Training Data
pytorch-lightning Patch: 2.4.0 CWE-434 1.6K 4 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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