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
3,021

AI/ML CVEs Tracked

424

Critical

114

New This Week

19

In CISA KEV

Latest AI Security Threats

Showing 20 of 1010 results — Active exploitation, no patch
CRITICAL EXPLOIT AVAIL

BentoML: unauthenticated RCE via insecure deserialization

CVE-2025-27520
9.8
EPSS 35.7%
Code Execution Supply Chain Framework Inference
bentoml CWE-502 20 5 ATLAS
LOW EXPLOIT AVAIL

PyTorch: memory corruption in CUDA caching allocator

CVE-2025-3136
3.3
EPSS 0.3%
DoS Framework Inference
pytorch CWE-787 24.4K 2 ATLAS
MEDIUM EXPLOIT AVAIL

PyTorch: memory corruption in JIT flatbuffer loader

CVE-2025-3121
5.5
EPSS 0.3%
DoS Supply Chain Framework Inference
pytorch 24.4K 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 24.4K 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 24.4K 3 ATLAS
MEDIUM EXPLOIT AVAIL

openairinterface5g: segfault enables DoS via crafted UE message

CVE-2025-26265
6.5
EPSS 0.4%
DoS Inference
openairinterface5g 18.3K 2 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

Open-WebUI: unauthenticated PDF endpoint enables DoS

CVE-2024-8053
7.5
EPSS 0.6%
Auth Bypass DoS API Inference
open-webui CWE-287 4 3 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 4 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 4 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 1.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: missing authz leaks admin credentials

CVE-2024-7046
4.3
EPSS 0.4%
Auth Bypass Data Extraction Privacy Violation API Framework
open-webui CWE-475 4 3 ATLAS
HIGH EXPLOIT AVAIL

open-webui: XSS enables admin session hijack via chat

CVE-2024-7053
7.6
EPSS 0.7%
Auth Bypass Code Execution Data Extraction Framework API
open-webui CWE-79 4 6 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: missing authz exposes admin prompts

CVE-2024-7045
4.3
EPSS 0.4%
Auth Bypass Data Leakage API Framework
open-webui CWE-862 4 5 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: CSRF wipes RAG DB and AI memories via GET

CVE-2024-7035
6.9
EPSS 0.2%
DoS Auth Bypass RAG API Framework
open-webui CWE-352 4 5 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: path traversal allows arbitrary file write/RCE

CVE-2024-7034
6.5
EPSS 2.5%
Code Execution Supply Chain Framework Inference API
open-webui CWE-22 4 4 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: path traversal allows file write and RCE

CVE-2024-7033
6.5
EPSS 1.1%
Code Execution DoS Framework Inference
open-webui CWE-29 4 3 ATLAS
HIGH EXPLOIT AVAIL

open-webui: Privilege bypass enables admin account deletion

CVE-2024-7039
8.3
EPSS 0.6%
Auth Bypass Data Extraction API Framework
open-webui CWE-863 4 3 ATLAS
HIGH EXPLOIT AVAIL

LiteLLM: RCE via post_call_rules callback injection

CVE-2024-6825
8.8
EPSS 1.5%
Code Execution Supply Chain Auth Bypass Framework API Inference
litellm CWE-77 6 5 ATLAS
HIGH EXPLOIT AVAIL

open-webui: unauthenticated DoS disables Admin panel

CVE-2024-7036
7.5
EPSS 0.8%
DoS Framework API
open-webui CWE-400 4 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.

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