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
3,018

AI/ML CVEs Tracked

424

Critical

113

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 395 results — Medium severity, Active exploitation
MEDIUM EXPLOIT AVAIL

SiYuan: broken access control leaks private note data

CVE-2026-59853
6.5
EPSS 0.2%
Auth Bypass Data Leakage API
CWE-862 1 ATLAS
MEDIUM EXPLOIT AVAIL

OpenClaw Android: command injection via WebView bridge

CVE-2026-15193
5.3
EPSS 0.7%
Code Execution Agent Plugin
CWE-77 3 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: channel IDOR leaks tool-server API keys

CVE-2026-59222
--
EPSS 0.3%
Data Leakage Auth Bypass Privacy Violation Plugin Agent API
open-webui Patch: 0.10.0 CWE-200 4 3 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: read-only users can inject files into RAG KBs

CVE-2026-59217
4.3
EPSS 0.3%
Auth Bypass Prompt Injection RAG API
open-webui Patch: 0.10.0 CWE-862 4 2 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: ReDoS in skill mentions blocks event loop

CVE-2026-59220
6.5
EPSS 0.4%
DoS Framework Plugin
open-webui Patch: 0.10.0 CWE-1333 4 2 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: image-edit API bypasses admin permission gate

CVE-2026-59227
4.3
EPSS 0.3%
Auth Bypass API Plugin
open-webui Patch: 0.10.0 CWE-862 4 3 ATLAS
MEDIUM EXPLOIT AVAIL

AVideo Meet: stored XSS via unescaped User-Agent

CVE-2026-60092
6.1
EPSS 0.2%
Code Execution Auth Bypass Plugin
1 ATLAS
MEDIUM EXPLOIT AVAIL

Flowise: path traversal in vector store basePath

CVE-2026-56273
6.5
EPSS 0.3%
Code Execution Framework Agent RAG
flowise CWE-22 2 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: blind SSRF via image-edit URL fetch

CVE-2026-34225
4.3
EPSS 0.3%
Privacy Violation API Plugin
open-webui CWE-918 4 2 ATLAS
MEDIUM EXPLOIT AVAIL

onnx: crafted model triggers SIGSEGV in version_converter

CVE-2026-44512
5.5
EPSS 0.2%
DoS Supply Chain Model Framework
onnx Patch: 1.22.0 CWE-476 1.1K 3 ATLAS
MEDIUM EXPLOIT AVAIL

Coder: CORS bypass via workspace subdomain proxy

CVE-2026-55438
5.8
EPSS 0.1%
Auth Bypass Data Leakage Training Data API
github.com/coder/coder/v2 Patch: 2.34.2 CWE-346 6.2K 2 ATLAS
MEDIUM EXPLOIT AVAIL

vLLM: audio upload OOMs process before size check

CVE-2026-55646
6.5
EPSS 0.3%
DoS Inference API
vllm Patch: 0.24.0 CWE-400 130 2 ATLAS
MEDIUM EXPLOIT AVAIL

ONNX: OOB read in shape inference parsing untrusted models

CVE-2026-14647
4.3
EPSS 0.3%
Code Execution DoS Model Framework
onnx CWE-119 1.1K 2 ATLAS
MEDIUM EXPLOIT AVAIL

PraisonAI: IDOR cross-tenant data pollution

CVE-2026-58653
4.3
EPSS 0.2%
Auth Bypass Agent API
praisonai 1 2 ATLAS
MEDIUM EXPLOIT AVAIL

Keras: incomplete fix reopens HDF5 arbitrary file read

CVE-2026-12480
5.5
EPSS 0.1%
Data Leakage Supply Chain Privacy Violation Model Training Data
keras Patch: 3.12.3 CWE-73 1.5K 4 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: SSRF in web retrieval hits internal services

CVE-2026-56399
5.0
EPSS 0.3%
Auth Bypass Code Execution Data Leakage RAG API
open-webui 4 3 ATLAS
MEDIUM EXPLOIT AVAIL

Pinpoint: insecure JWT cookie enables session hijacking

CVE-2026-57948
6.8
EPSS 0.1%
Auth Bypass Data Leakage Inference
pinpoint 2 ATLAS
MEDIUM EXPLOIT AVAIL

Edimax router: OS command injection via web form

CVE-2026-13581
6.3
EPSS 1.2%
Code Execution Framework
MEDIUM EXPLOIT AVAIL

Edimax EW-7478APC: unauth OS command injection

CVE-2026-13561
6.3
EPSS 1.2%
Code Execution
2 ATLAS
MEDIUM EXPLOIT AVAIL

Flowise: NODE_OPTIONS denylist bypass allows RCE

CVE-2026-58057
5.0
EPSS 1.3%
Code Execution Agent Plugin
flowise CWE-178 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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