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
2,387

AI/ML CVEs Tracked

341

Critical

358

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 1561 results — no patch
MEDIUM

Gradio: stored XSS via malicious file upload

CVE-2024-47872
5.4
EPSS 0.3%
Data Extraction Privacy Violation Framework Inference
gradio CWE-79 685 5 ATLAS
CRITICAL

Gradio: cleartext MITM exposes ML demo data via share=True

CVE-2024-47871
9.1
EPSS 0.2%
Data Extraction Data Leakage Privacy Violation Framework Inference API
gradio CWE-311 685 4 ATLAS
HIGH

Gradio: race condition enables backend URL hijacking

CVE-2024-47870
8.1
EPSS 0.4%
Data Extraction Privacy Violation Auth Bypass Framework Inference
gradio CWE-362 685 4 ATLAS
LOW

Gradio: timing attack exposes analytics dashboard auth

CVE-2024-47869
3.7
EPSS 0.3%
Auth Bypass Data Extraction Framework API
gradio CWE-203 685 3 ATLAS
HIGH EXPLOIT AVAIL

Gradio: path traversal leaks arbitrary server files

CVE-2024-47868
7.5
EPSS 0.8%
Data Extraction Data Leakage Framework Inference
gradio CWE-22 685 5 ATLAS
HIGH

Gradio: no integrity check on FRP binary, supply chain RCE

CVE-2024-47867
7.5
EPSS 0.2%
Supply Chain Code Execution Framework
gradio CWE-345 685 3 ATLAS
MEDIUM

Gradio: monitoring endpoint bypass leaks app analytics

CVE-2024-47168
4.3
EPSS 0.3%
Data Leakage Privacy Violation Auth Bypass Framework Inference
gradio CWE-670 685 3 ATLAS
CRITICAL

Gradio: unauthenticated SSRF in /queue/join, internal pivot

CVE-2024-47167
9.8
EPSS 0.5%
Data Extraction Auth Bypass Code Execution Framework Inference
gradio CWE-918 685 4 ATLAS
MEDIUM

Gradio: path traversal leaks custom component source

CVE-2024-47166
5.3
EPSS 0.4%
Data Extraction Data Leakage Framework
gradio CWE-22 685 4 ATLAS
MEDIUM

Gradio: CORS null origin bypass leaks auth tokens

CVE-2024-47165
5.4
EPSS 0.3%
Auth Bypass Data Extraction Framework API
gradio CWE-285 685 3 ATLAS
MEDIUM

Gradio: path traversal bypasses directory access controls

CVE-2024-47164
6.5
EPSS 0.7%
Data Extraction Auth Bypass Framework Inference
gradio CWE-22 685 5 ATLAS
HIGH

Gradio: CORS bypass exposes local instances to credential theft

CVE-2024-47084
8.3
EPSS 0.5%
Auth Bypass Data Extraction Data Leakage Framework Inference
gradio CWE-285 685 5 ATLAS
MEDIUM EXPLOIT AVAIL

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

CVE-2024-7037
6.5
EPSS 1.0%
Code Execution Supply Chain Framework Plugin
open-webui CWE-22 4 ATLAS
LOW EXPLOIT AVAIL

open-webui: filesystem enumeration via admin error messages

CVE-2024-7038
2.7
EPSS 0.3%
Data Extraction Data Leakage Framework Inference RAG
open-webui CWE-200 3 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: IDOR enables cross-user memory tampering

CVE-2024-7041
6.5
EPSS 0.4%
Auth Bypass Model Poisoning Privacy Violation API Agent Framework
open-webui CWE-250 4 ATLAS
MEDIUM EXPLOIT AVAIL

Langflow: ReDoS crashes LLM workflow backend via HTTP POST

CVE-2024-9277
6.5
EPSS 0.9%
DoS Framework
langflow CWE-1333 3 ATLAS
HIGH EXPLOIT AVAIL SCANNER

AYS ChatGPT WP Plugin: auth bypass disables AI service

CVE-2024-7714
7.5
EPSS 0.8%
Auth Bypass Data Leakage DoS Plugin API
4 ATLAS 1 incident
MEDIUM EXPLOIT AVAIL SCANNER

ChatGPT WP Plugin: OpenAI API key leak via unauth REST

CVE-2024-6845
5.3
EPSS 1.1%
Data Extraction Auth Bypass API Plugin
CWE-862 5 ATLAS 1 incident
CRITICAL EXPLOIT AVAIL

LangChain-Experimental: RCE via eval in math chain

CVE-2024-46946
9.8
EPSS 1.3%
Code Execution Supply Chain Framework Agent
langchain-experimental 2.7K 4 ATLAS
CRITICAL

Panel: file exposure enables sensitive ML data collection

CVE-2024-6878
--
EPSS 0.4%
Data Extraction Privacy Violation Framework Inference
Panel 479 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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