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 249 results — High severity, 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
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
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
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
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
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
HIGH EXPLOIT AVAIL

NLTK: SSRF bypass via proxy-handler downgrade

CVE-2026-78682
--
EPSS 0.3%
Data Leakage Supply Chain Framework Training Data
nltk Patch: 3.10.3 CWE-441 2 2 ATLAS
HIGH EXPLOIT AVAIL

SiYuan: CookieKey leak enables session forgery

CVE-2026-72794
8.6
EPSS 0.2%
Auth Bypass Data Leakage API
github.com/siyuan-note/siyuan/kernel Patch: 0.0.0-20260725123945-77421530be4a CWE-522 3.1K 2 ATLAS
HIGH EXPLOIT AVAIL

CodeWhale: repo config silently enables shell RCE

CVE-2026-75911
7.8
EPSS 0.3%
Code Execution Supply Chain Agent Plugin
codewhale Patch: 0.8.64 CWE-94 5 ATLAS
HIGH EXPLOIT AVAIL

DeepSeek-TUI: git_blame argument injection leaks files

CVE-2026-75912
7.4
EPSS 0.4%
Prompt Injection Data Leakage Privacy Violation Agent Plugin
codewhale Patch: 0.8.64 CWE-88 4 ATLAS
HIGH EXPLOIT AVAIL

deepseek-tui: SSRF via DNS-pinning TOCTOU bypass

CVE-2026-75856
8.6
EPSS 0.5%
Data Extraction Auth Bypass Agent Plugin
codewhale Patch: 0.8.64 CWE-918 2 ATLAS
HIGH EXPLOIT AVAIL

deepseek-tui: js_execution leaks parent secrets to LLM

CVE-2026-75915
7.5
EPSS 0.6%
Data Leakage Privacy Violation Code Execution Agent Plugin
codewhale Patch: 0.8.64 CWE-200 4 ATLAS
HIGH EXPLOIT AVAIL

CodeWhale: shell approval bypass via interactive tool

CVE-2026-75857
7.0
EPSS 0.2%
Prompt Injection Code Execution Auth Bypass Agent
codewhale Patch: 0.8.64 CWE-269 3 ATLAS
HIGH EXPLOIT AVAIL

SiYuan: WebSocket leak bypasses publish access control

CVE-2026-72810
8.6
EPSS 0.3%
Auth Bypass Data Leakage Privacy Violation Plugin
github.com/siyuan-note/siyuan/kernel Patch: 0.0.0-20260723013612-ba948639d7f6 CWE-862 3.1K 1 ATLAS
HIGH EXPLOIT AVAIL

SiYuan: missing authz leaks forbidden doc content via backlink API

CVE-2026-68586
8.6
EPSS 0.2%
Auth Bypass Data Leakage Privacy Violation API
github.com/siyuan-note/siyuan/kernel Patch: 0.0.0-20260721014413-f45749a7ef6e CWE-862 3.1K 1 ATLAS
HIGH EXPLOIT AVAIL

SiYuan: missing authz exposes publish-disabled docs

CVE-2026-68587
8.6
EPSS 0.2%
Auth Bypass Data Leakage Privacy Violation RAG
github.com/siyuan-note/siyuan/kernel Patch: 0.0.0-20260721013353-69db783b782a CWE-862 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.

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