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

picklescan: blocklist bypass allows arbitrary code exec

CVE-2026-53873
9.8
EPSS 0.5%
Supply Chain Code Execution Model Framework
picklescan 3 4 ATLAS
HIGH EXPLOIT AVAIL

picklescan: arbitrary file read bypasses RCE blocklist

CVE-2026-53872
7.5
EPSS 0.5%
Data Extraction Supply Chain Framework Model
picklescan 3 5 ATLAS
CRITICAL EXPLOIT AVAIL

picklescan: blocklist bypass enables full RCE

CVE-2026-3490
10.0
EPSS 0.6%
Supply Chain Code Execution Model Framework
picklescan CWE-183 3 5 ATLAS
CRITICAL EXPLOIT AVAIL

picklescan: scanner bypass enables RCE via model files

CVE-2025-71325
9.8
EPSS 0.5%
Supply Chain Code Execution Model Framework
picklescan 3 4 ATLAS
CRITICAL EXPLOIT AVAIL

picklescan: ctypes bypass enables full RCE via pickle files

CVE-2025-71323
9.8
EPSS 0.8%
Supply Chain Code Execution Framework Model
picklescan 3 5 ATLAS
HIGH EXPLOIT AVAIL

PickleScan: pty.spawn bypass enables RCE in model scans

CVE-2025-71322
8.8
EPSS 0.4%
Supply Chain Code Execution Model Framework
PickleScan CWE-693 3 5 ATLAS
CRITICAL EXPLOIT AVAIL

picklescan: blocklist bypass allows arbitrary file write/RCE

CVE-2025-71321
9.8
EPSS 0.6%
Supply Chain Code Execution DoS Framework Model Training Data
picklescan 3 4 ATLAS
CRITICAL EXPLOIT AVAIL

picklescan: deny-list bypass enables arbitrary RCE

CVE-2025-71320
9.8
EPSS 0.6%
Supply Chain Code Execution Model Framework
picklescan 3 4 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: BOLA exposes private knowledge base files

CVE-2026-54016
4.3
EPSS 0.3%
Auth Bypass Data Extraction Privacy Violation Agent RAG Framework
open-webui Patch: 0.9.6 CWE-862 4 6 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: IDOR exposes private prompt history

CVE-2026-54015
6.4
EPSS 0.2%
Auth Bypass Data Extraction Privacy Violation API Framework
open-webui Patch: 0.9.6 CWE-639 4 4 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: path traversal exposes sibling dirs

CVE-2026-54014
4.3
EPSS 0.3%
Data Extraction Inference
open-webui Patch: 0.9.6 CWE-22 4 3 ATLAS
HIGH EXPLOIT AVAIL

Open WebUI: stored SVG XSS enables full account takeover

CVE-2026-54013
7.6
EPSS 0.2%
Auth Bypass Code Execution Data Extraction API Framework
open-webui Patch: 0.9.6 CWE-79 4 4 ATLAS
HIGH EXPLOIT AVAIL

Open WebUI: auth bypass enables cross-user file read/delete

CVE-2026-54012
7.1
EPSS 0.2%
Auth Bypass Data Extraction Data Leakage RAG Agent Framework
open-webui Patch: 0.9.6 CWE-284 4 5 ATLAS
HIGH EXPLOIT AVAIL

Open WebUI: Stored XSS via Mermaid loose mode in preview

CVE-2026-54011
8.7
EPSS 0.2%
Code Execution Data Extraction Auth Bypass Framework Plugin
open-webui Patch: 0.9.6 CWE-79 4 5 ATLAS
HIGH EXPLOIT AVAIL

Open WebUI: IDOR allows cross-user file read and delete

CVE-2026-54010
8.3
EPSS 0.3%
Auth Bypass Data Extraction Privacy Violation Framework API
open-webui Patch: 0.9.6 CWE-284 4 4 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: cross-user file read via auth bypass

CVE-2026-54009
6.5
EPSS 0.3%
Auth Bypass Data Extraction Privacy Violation API Framework
open-webui Patch: 0.9.6 CWE-639 4 4 ATLAS
HIGH EXPLOIT AVAIL

open-webui: SSRF via OAuth picture redirect bypass

CVE-2026-54008
8.5
EPSS 0.2%
Data Extraction Privacy Violation API Inference
open-webui Patch: 0.9.6 CWE-918 4 4 ATLAS
HIGH EXPLOIT AVAIL

open-webui: cross-origin postMessage forces model execution

CVE-2026-54007
--
EPSS 0.2%
Prompt Injection Auth Bypass Code Execution API Agent
open-webui Patch: 0.9.6 CWE-346 4 5 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: auth bypass allows cross-user calendar injection

CVE-2026-54006
4.3
EPSS 0.2%
Auth Bypass Social Engineering Privacy Violation Framework
open-webui Patch: 0.9.6 CWE-639 4 5 ATLAS
MEDIUM

vLLM: decompression bomb OOM via audio endpoint

CVE-2026-54233
6.5
EPSS 0.4%
DoS Inference API
vllm Patch: 0.24.0 CWE-409 130 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.

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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