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 472 results — Medium severity, Active exploitation
MEDIUM EXPLOIT AVAIL

BoxLite: sandbox timeout bypass enables DoS via SIGALRM

CVE-2026-47213
6.5
EPSS 0.3%
DoS Code Execution Agent Inference
boxlite CWE-404 5 4 ATLAS
MEDIUM EXPLOIT AVAIL

local-deep-research: SSRF via URL parser differential bypass

CVE-2026-46526
5.0
EPSS 0.2%
Auth Bypass Data Extraction Agent
local-deep-research Patch: 1.6.10 CWE-918 3 ATLAS
MEDIUM EXPLOIT AVAIL

Gradio: cookie injection hijacks cross-Space sessions

CVE-2026-48545
6.8
EPSS 0.4%
Auth Bypass Privacy Violation Data Leakage Inference Framework
gradio Patch: 6.15.0 CWE-384 721 3 ATLAS
MEDIUM EXPLOIT AVAIL

vllm: unauthenticated DoS in OpenAI-compatible serving path

CVE-2026-9540
5.3
EPSS 0.4%
DoS Inference API
vllm CWE-404 92 3 ATLAS
MEDIUM EXPLOIT AVAIL

cline-mcp-memory-bank: path traversal in memory init

CVE-2026-9468
6.3
EPSS 0.3%
Data Extraction Code Execution Agent Plugin
CWE-22 5 ATLAS
MEDIUM EXPLOIT AVAIL

Notebook Pro: DoS via oversized notebook name input

CVE-2018-25378
6.2
EPSS 0.1%
DoS Framework
CWE-789 2 ATLAS
MEDIUM EXPLOIT AVAIL

MLflow: missing authz exposes all model versions

CVE-2026-2734
6.5
EPSS 0.4%
Auth Bypass Data Extraction Privacy Violation Framework Model
mlflow Patch: 3.10.0 CWE-284 690 4 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: unauth endpoint drains embedding budget/DoS

CVE-2026-45667
6.5
EPSS 0.3%
Auth Bypass DoS Inference API
open-webui Patch: 0.8.0 CWE-862 3 5 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: IDOR exposes cross-user note data

CVE-2026-45666
6.5
EPSS 0.3%
Auth Bypass Data Extraction Privacy Violation API Framework
open-webui Patch: 0.8.11 CWE-639 3 4 ATLAS
MEDIUM EXPLOIT AVAIL SCANNER

Open WebUI: unauthenticated RAG config leaks AI pipeline

CVE-2026-45397
5.3
EPSS 0.8%
Auth Bypass Data Extraction RAG Framework
open-webui Patch: 0.9.5 CWE-306 3 6 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: mass assignment enables leaderboard poisoning

CVE-2026-45396
5.4
EPSS 0.3%
Auth Bypass Model Poisoning Privacy Violation Framework Model
open-webui Patch: 0.9.5 CWE-915 3 5 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: system prompt leakage via model read API

CVE-2026-45387
4.3
EPSS 0.2%
Data Leakage Auth Bypass Privacy Violation Model API Framework
open-webui Patch: 0.9.5 CWE-200 3 4 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: auth bypass lets read-only users pin messages

CVE-2026-45386
4.3
EPSS 0.2%
Auth Bypass API Agent
open-webui Patch: 0.9.5 CWE-639 3 3 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: IDOR lets members tamper with admin messages

CVE-2026-45385
4.3
EPSS 0.3%
Auth Bypass Privacy Violation API Framework
open-webui Patch: 0.9.5 CWE-639 3 3 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: auth bypass exposes admin-restricted models

CVE-2026-45365
5.4
EPSS 0.2%
Auth Bypass Inference API
open-webui Patch: 0.8.11 CWE-285 3 4 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: admin system prompts exposed to all users

CVE-2026-45351
6.5
EPSS 0.3%
Data Leakage Auth Bypass Data Extraction API Model Framework
open-webui Patch: 0.8.9 CWE-200 3 4 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: blind SSRF via PDF export HTML injection

CVE-2026-45347
4.3
EPSS 0.2%
Data Extraction Privacy Violation Inference API
open-webui Patch: 0.5.11 CWE-918 3 3 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: IDOR allows unauthorized model modification

CVE-2026-45345
6.5
EPSS 0.2%
Auth Bypass Privacy Violation API Model
open-webui Patch: 0.5.7 CWE-285 3 4 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: API key restriction bypass via header swap

CVE-2026-45339
6.5
EPSS 0.3%
Auth Bypass API
open-webu Patch: 0.9.0 CWE-863 3 4 ATLAS
MEDIUM EXPLOIT AVAIL

Open-WebUI: CSRF image URL leaks session cookies

CVE-2026-45317
4.6
EPSS 0.2%
Data Leakage Privacy Violation Auth Bypass Inference Framework
open-webui Patch: 0.9.3 CWE-20 3 4 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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