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 1382 results — Active exploitation
HIGH EXPLOIT AVAIL SCANNER

SiYuan: /assets path traversal exposes API secrets

CVE-2026-54066
7.5
EPSS 1.9%
Auth Bypass Data Leakage Privacy Violation API Plugin
github.com/siyuan-note/siyuan/kernel Patch: 0.0.0-20260628153353-2d5d72223df4 CWE-22 3.0K 3 ATLAS
CRITICAL EXPLOIT AVAIL

mcp-server-kubernetes: arg injection exfils bearer token

CVE-2026-61459
9.8
EPSS 0.5%
Auth Bypass Data Leakage Agent Plugin
mcp-server-kubernetes 1 4 ATLAS
CRITICAL EXPLOIT AVAIL

PraisonAI: code injection via f-string in deploy API

CVE-2026-61444
9.1
EPSS 0.4%
Code Execution Agent Framework API
praisonai CWE-94 1 3 ATLAS
MEDIUM EXPLOIT AVAIL

PraisonAI: IDOR lets members delete owner dependencies

CVE-2026-61441
6.5
EPSS 0.2%
Auth Bypass Agent Framework
CWE-862 1 ATLAS
HIGH EXPLOIT AVAIL

PraisonAI: unsafe dynamic import enables RCE

CVE-2026-61437
7.8
EPSS 0.1%
Supply Chain Code Execution Agent Framework
praisonaiagents CWE-693 11 4 ATLAS
HIGH EXPLOIT AVAIL

PraisonAI: allowlist bypass enables RCE via find -exec

CVE-2026-61434
8.8
EPSS 0.6%
Code Execution Auth Bypass Agent Framework
praisonai CWE-78 1 4 ATLAS
MEDIUM EXPLOIT AVAIL

PraisonAI: FastContext path traversal leaks host files

CVE-2026-61432
5.7
EPSS 0.3%
Data Extraction Data Leakage Prompt Injection Agent Plugin Framework
praisonaiagents CWE-22 11 4 ATLAS
MEDIUM EXPLOIT AVAIL

PraisonAI: path traversal leaks arbitrary files

CVE-2026-61431
5.5
EPSS 0.3%
Data Leakage Supply Chain Agent Framework
praisonai CWE-22 1 4 ATLAS
HIGH EXPLOIT AVAIL

PraisonAI: SSRF via webhook_url DNS rebinding

CVE-2026-60091
7.2
EPSS 0.2%
Data Leakage Auth Bypass Agent API
praisonai CWE-918 1 1 ATLAS
MEDIUM EXPLOIT AVAIL

PraisonAI: config.toml path traversal overwrites files

CVE-2026-60089
5.5
EPSS 0.1%
Supply Chain Code Execution Agent Framework
praisonaiagents CWE-22 11 3 ATLAS
MEDIUM EXPLOIT AVAIL

PraisonAI: injection filter bypass at HIGH threat level

CVE-2026-60086
5.3
EPSS 0.2%
Prompt Injection Agent Framework
praisonai CWE-693 1 4 ATLAS
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
HIGH EXPLOIT AVAIL

Open WebUI: encoded path traversal in terminal proxy

CVE-2026-59221
7.7
EPSS 0.4%
Data Leakage Auth Bypass Framework Plugin
open-webui Patch: 0.10.0 CWE-22 4 2 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
LOW EXPLOIT AVAIL

Open WebUI: IDOR leaks private channel/DM threads

CVE-2026-59215
3.1
EPSS 0.3%
Auth Bypass Data Leakage Framework
open-webui Patch: 0.10.0 CWE-639 4 1 ATLAS
LOW EXPLOIT AVAIL

Open WebUI: cache leak exposes cross-user model lists

CVE-2026-59213
3.5
EPSS 0.3%
Data Leakage Privacy Violation API Inference
open-webui Patch: 0.10.0 CWE-524 4 1 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
HIGH EXPLOIT AVAIL

Open WebUI: session hijack enables cross-user code exec

CVE-2026-59216
7.7
EPSS 0.3%
Auth Bypass Code Execution Privacy Violation Agent Plugin
open-webui Patch: 0.10.0 CWE-94 4 4 ATLAS
HIGH EXPLOIT AVAIL

Open WebUI: revoked JWTs bypass WebSocket auth

CVE-2026-59219
7.1
EPSS 0.3%
Auth Bypass Data Leakage Framework API
open-webui Patch: 0.10.0 CWE-613 4 2 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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