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

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 4 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 4 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 4 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 4 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 4 4 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: Stored XSS via Office file preview bypass

CVE-2026-45318
5.4
EPSS 0.2%
Code Execution Data Extraction Auth Bypass Framework API
open-webui Patch: 0.9.3 CWE-79 4 5 ATLAS
MEDIUM EXPLOIT AVAIL

mistune: CSS injection enables phishing UI overlay

CVE-2026-44899
4.7
EPSS 0.2%
Social Engineering Data Extraction Plugin Framework
mistune Patch: 3.2.1 CWE-79 492 4 ATLAS
MEDIUM EXPLOIT AVAIL

mistune: XSS in TOC render via unescaped heading ID

CVE-2026-44898
6.1
EPSS 0.2%
Data Extraction Code Execution Framework
mistune Patch: 3.2.1 CWE-79 492 4 ATLAS
MEDIUM EXPLOIT AVAIL

local-deep-research: HTML injection enables SSRF via WeasyPrint

CVE-2026-43979
5.0
EPSS 0.3%
Data Extraction DoS Framework API
local-deep-research Patch: 1.6.0 CWE-79 1.7K 4 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: auth bypass allows message tampering

CVE-2026-44571
6.5
EPSS 0.3%
Auth Bypass Prompt Injection API Framework
open-webui Patch: 0.8.6 CWE-862 4 4 ATLAS
MEDIUM EXPLOIT AVAIL

PraisonAI: SQL/CQL injection in knowledge-store backends

CVE-2026-44337
6.3
EPSS 0.2%
Code Execution Data Extraction Data Leakage Agent RAG Framework
PraisonAI Patch: 4.6.34 CWE-20 1 5 ATLAS
MEDIUM EXPLOIT AVAIL

Videos sync PDF: stored XSS via unsanitized media fields

CVE-2022-50949
6.4
EPSS 0.2%
Code Execution Plugin
MEDIUM EXPLOIT AVAIL

mistune: XSS via unescaped heading id= attribute

CVE-2026-44897
6.1
EPSS 0.2%
Code Execution Data Extraction Framework RAG
mistune Patch: 3.2.1 CWE-79 492 4 ATLAS
MEDIUM EXPLOIT AVAIL

mistune: math plugin XSS bypasses escape=True control

CVE-2026-44708
6.1
EPSS 0.2%
Code Execution Data Extraction Auth Bypass Plugin Framework
mistune CWE-79 492 4 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: XSS in pending overlay enables session hijack

CVE-2026-44568
4.8
EPSS 0.2%
Data Extraction Code Execution Social Engineering Inference Framework
open-webui Patch: 0.9.0 CWE-79 4 4 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: auth bypass exposes private group channels

CVE-2026-44561
5.4
EPSS 0.2%
Auth Bypass Data Extraction Privacy Violation API
open-webui Patch: 0.9.0 CWE-284 4 4 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: private channel member list exposed to any user

CVE-2026-44559
4.3
EPSS 0.2%
Auth Bypass Data Extraction Privacy Violation API Framework
open-webui Patch: 0.9.0 CWE-862 4 4 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: permission bypass exposes channels publicly

CVE-2026-44558
5.4
EPSS 0.2%
Auth Bypass Data Leakage API Framework
open-webui Patch: 0.9.0 CWE-863 4 3 ATLAS
MEDIUM EXPLOIT AVAIL

BentoML: symlink traversal exfiltrates host secrets at build

CVE-2026-40610
5.5
EPSS 0.3%
Data Extraction Supply Chain Framework
bentoml Patch: 1.4.39 CWE-59 20 4 ATLAS
MEDIUM EXPLOIT AVAIL

vLLM: speculative decoding DoS via penalty params

CVE-2026-44223
6.5
EPSS 0.4%
DoS Inference
vllm Patch: 0.20.0 CWE-131 130 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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