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
3,590

AI/ML CVEs Tracked

481

Critical

95

New This Week

24

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 497 results — Active exploitation, has patch
HIGH EXPLOIT AVAIL

ToolHive: containerized MCP servers can reach host services via host.docker.internal, enabling lateral movement

CVE-2026-58197
8.8
EPSS 0.4%
github.com/stacklok/toolhive Patch: 0.30.1 CWE-284 1.8K
HIGH EXPLOIT AVAIL

Jupyter Server is the backend for Jupyter web applications. Prior to version 2.21.0, the 5xx request logging path in jupyter_server/log.py copies the Referer...

CVE-2026-86049
7.1
EPSS 0.2%
jupyter_server Patch: 2.21.0 CWE-532 1.9K
HIGH EXPLOIT AVAIL

Grav CMS vulnerable to remote code execution via .zip file upload

CVE-2026-72819
8.8
EPSS 0.5%
getgrav/grav Patch: 2.0.13 CWE-94 505
MEDIUM EXPLOIT AVAIL

vLLM is an inference and serving engine for large language models. Prior to 0.28.0, request bodies for Chat Completions and Responses can set...

CVE-2026-69147
6.5
EPSS 0.5%
vllm Patch: 0.28.0 CWE-400 92
CRITICAL EXPLOIT AVAIL

LMdeploy has Remote Code Execution by Pickle Deserialization via zmq_rpc.call_and_response() in InterLM/lmdeploy

CVE-2025-59953
9.8
EPSS 0.7%
lmdeploy Patch: 0.10.2 CWE-502 1
HIGH EXPLOIT AVAIL

Traefik: HTTP routing desync enables auth/log bypass

CVE-2026-88009
--
EPSS 0.3%
Auth Bypass Data Leakage Inference API Agent
github.com/traefik/traefik/v2 Patch: 2.11.57 CWE-444 2 1 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: malicious chat history causes DoS

CVE-2026-88000
6.5
EPSS 0.3%
DoS Framework
open-webui Patch: 0.11.1 CWE-835 3 2 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: SSRF via redirects reaches internal/metadata IPs

CVE-2026-88001
5.0
EPSS 0.3%
Data Extraction RAG Agent Plugin
open-webui Patch: 0.11.1 CWE-918 3 2 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: infinite-loop DoS crashes entire server

CVE-2026-88002
6.5
EPSS 0.3%
DoS Framework
open-webui Patch: 0.11.1 CWE-835 3 2 ATLAS
HIGH EXPLOIT AVAIL

Open WebUI: SSRF leaks Azure platform channel

CVE-2026-87999
7.1
EPSS 0.2%
Data Leakage RAG
open-webui Patch: 0.11.1 CWE-918 3 2 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: folder auth bypass injects rogue chats

CVE-2026-87997
4.3
EPSS 0.2%
Auth Bypass Framework API
open-webui Patch: 0.11.1 CWE-639 3 1 ATLAS
HIGH EXPLOIT AVAIL

Open WebUI: XSS in terminal preview hijacks user accounts

CVE-2026-87995
8.7
EPSS 0.2%
Code Execution Auth Bypass Framework Plugin
open-webui Patch: 0.11.1 CWE-79 3 1 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: channel authz gap allows message spoofing

CVE-2026-87994
4.3
EPSS 0.2%
Auth Bypass Framework Inference
open-webui Patch: 0.11.1 CWE-639 3 2 ATLAS
HIGH EXPLOIT AVAIL

Open WebUI: OAuth wildcard bug hijacks admin sessions

CVE-2026-87016
8.1
EPSS 0.4%
Auth Bypass Privacy Violation Framework API
open-webui Patch: 0.11.1 CWE-155 3 2 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: session cookies leak to rogue tool server

CVE-2026-87015
6.8
EPSS 0.3%
Auth Bypass Data Leakage Agent Plugin API
open-webui Patch: 0.11.1 CWE-201 3 3 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: demoted admins keep socket access to all notes

CVE-2026-87014
6.5
EPSS 0.3%
Auth Bypass Privacy Violation Framework
open-webui Patch: 0.11.1 CWE-613 3 1 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: authenticated DoS via folder cycle

CVE-2026-87013
4.3
EPSS 0.3%
DoS Framework API
open-webui Patch: 0.11.1 CWE-835 3 3 ATLAS
HIGH EXPLOIT AVAIL

Open WebUI: unauth DoS via OIDC logout handler

CVE-2026-87011
7.5
EPSS 0.4%
DoS Framework API
open-webui Patch: 0.11.1 CWE-405 3 2 ATLAS
HIGH EXPLOIT AVAIL

winml-cli: RCE via wildcard CORS + trust-remote-code

CVE-2026-84452
--
EPSS 0.9%
Code Execution Auth Bypass Supply Chain Framework Inference Model
winml-cli Patch: 0.4.0 CWE-306 1.1K 4 ATLAS
HIGH EXPLOIT AVAIL

NLTK tgrep ReDoS: single request hangs Python process

CVE-2026-80206
--
EPSS 0.3%
DoS Framework
nltk Patch: 3.10.3 CWE-1333 3.1K 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?

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