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
3,021

AI/ML CVEs Tracked

424

Critical

114

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 3021 results
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: 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
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: 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
HIGH

open-webui: DoS via unauthenticated multipart parsing

GHSA-5ccf-884p-4jjq
7.5
DoS Inference RAG Framework
open-webui CWE-400 4 3 ATLAS
HIGH

LiteLLM: API key leakage in logs exposes credentials

CVE-2024-9606
7.5
EPSS 0.7%
Data Leakage Data Extraction Auth Bypass Framework API Agent
litellm Patch: 1.44.12 CWE-117 6 5 ATLAS
CRITICAL

vLLM: RCE via pickle deserialization in distributed API

CVE-2024-9052
9.8
EPSS 0.3%
Code Execution Supply Chain Framework Inference
vllm CWE-502 130 3 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 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: 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

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 4 5 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 exposes admin prompts

CVE-2024-7045
4.3
EPSS 0.4%
Auth Bypass Data Leakage API Framework
open-webui CWE-862 4 5 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 1.7K 4 ATLAS
HIGH EXPLOIT AVAIL

Open-WebUI: CSRF enables RCE via pipeline code injection

CVE-2024-7806
8.0
EPSS 0.4%
Code Execution Auth Bypass Framework API
open-webui Patch: 0.3.33 CWE-352 4 6 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

open-webui: DoS via malformed multipart boundary

GHSA-6wj5-5pgr-jwq8
7.5
DoS Framework API
open-webui Patch: 0.4.7 CWE-400 4 3 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
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

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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