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.

Each CVE is enriched with
  • CVSS severity
  • EPSS exploit probability
  • Exploitation confidence
  • AI-component classification
  • Compliance mappings
2,387

AI/ML CVEs Tracked

341

Critical

358

New This Week

18

In CISA KEV

Latest AI Security Threats

Showing 20 of 352 results — High severity, has patch
HIGH EXPLOIT AVAIL

open-webui: SSRF redirect bypass exposes internal services

CVE-2026-45401
8.5
EPSS 0.3%
Data Extraction Auth Bypass Data Leakage Framework RAG Agent
open-webui Patch: 0.9.5 CWE-918 4 ATLAS
HIGH EXPLOIT AVAIL

open-webui: SSRF bypass via URL parser mismatch

CVE-2026-45400
8.5
EPSS 0.3%
Auth Bypass Data Extraction Framework Inference
open-webui Patch: 0.9.5 CWE-918 4 ATLAS
HIGH EXPLOIT AVAIL

Open WebUI: task auth bypass enables cross-user DoS

CVE-2026-45399
7.1
EPSS 0.3%
Auth Bypass DoS Inference API
open-webui Patch: 0.9.0 CWE-862 4 ATLAS
HIGH EXPLOIT AVAIL

open-webui: IDOR exposes private RAG knowledge bases

CVE-2026-45398
7.5
EPSS 0.3%
Auth Bypass Data Extraction Model Poisoning RAG API
open-webui Patch: 0.9.5 CWE-639 5 ATLAS
HIGH EXPLOIT AVAIL

open-webui: missing authz allows admin tool hijacking

CVE-2026-45350
7.1
EPSS 0.3%
Auth Bypass Code Execution Plugin Agent
open-webui Patch: 0.8.6 CWE-862 4 ATLAS
HIGH EXPLOIT AVAIL

open-webui: auth bypass exposes all user chat histories

CVE-2026-45349
7.1
EPSS 0.2%
Auth Bypass Data Extraction Privacy Violation API Framework
open-webui Patch: 0.9.0 CWE-639 6 ATLAS
HIGH EXPLOIT AVAIL

open-webui: SSRF via OAuth picture claim leaks internal data

CVE-2026-45338
7.7
EPSS 0.4%
Data Extraction Auth Bypass Framework API
open-webui Patch: 0.9.0 CWE-918 5 ATLAS
HIGH EXPLOIT AVAIL

open-webui: SSRF bypass exposes cloud IAM credentials

CVE-2026-45331
8.5
EPSS 0.3%
Data Extraction Auth Bypass Framework API
open-webui Patch: 0.9.0 CWE-918 4 ATLAS
HIGH EXPLOIT AVAIL

Open WebUI: Stored XSS via webhook SVG profile image

CVE-2026-45314
--
EPSS 0.2%
Code Execution Data Extraction Auth Bypass Framework API
open-webui Patch: 0.9.3 CWE-87 5 ATLAS
HIGH EXPLOIT AVAIL

open-webui: stored XSS → JWT theft and admin takeover

CVE-2026-45315
8.7
EPSS 0.2%
Auth Bypass Data Extraction Code Execution Framework API Agent
open-webui Patch: 0.9.3 CWE-79 5 ATLAS
HIGH

SageMaker: RCE via poisoned Triton model artifacts in S3

CVE-2026-8597
7.2
EPSS 0.4%
Supply Chain Code Execution Inference Model
sagemaker Patch: 2.257.2 CWE-354 51 3 ATLAS
HIGH EXPLOIT AVAIL

Open WebUI: XSS iframe allows auth token exfiltration

CVE-2026-45303
7.7
EPSS 0.2%
Data Extraction Code Execution Social Engineering Framework API
open-webui Patch: 0.6.5 CWE-79 7 ATLAS
HIGH EXPLOIT AVAIL

open-webui: BOLA exposes all users' uploaded files

CVE-2026-45301
8.1
EPSS 0.3%
Auth Bypass Data Extraction Privacy Violation Framework API
open-webui Patch: 0.3.16 CWE-284 4 ATLAS
HIGH

Flowise: mass assignment enables cross-workspace IDOR

GHSA-wxrr-jp8m-qq7f
--
Auth Bypass Data Leakage Data Extraction Agent Framework
flowise Patch: 3.1.2 CWE-915 4 ATLAS
HIGH

Flowise: mass assignment breaks workspace isolation

GHSA-mq53-pc65-wjc4
--
Auth Bypass Data Extraction Privacy Violation Agent Framework
flowise Patch: 3.1.2 CWE-915 5 ATLAS
HIGH

Flowise: mass assignment breaks cross-workspace isolation

GHSA-7j65-65cr-6644
--
Auth Bypass Data Extraction Privacy Violation Agent Framework Training Data
flowise Patch: 3.1.2 CWE-915 5 ATLAS
HIGH

Flowise: mass assignment enables cross-workspace data takeover

GHSA-5h9v-837x-m97r
--
Auth Bypass Data Extraction Privacy Violation Agent Framework
flowise Patch: 3.1.2 CWE-915 4 ATLAS
HIGH

Flowise: mass assignment breaks cross-workspace isolation

GHSA-728h-4mwj-f2p4
--
Auth Bypass Data Extraction Agent Framework
flowise Patch: 3.1.2 CWE-915 4 ATLAS
HIGH

Flowise: IDOR via mass assignment breaks tenant isolation

GHSA-78pr-c5x5-jggc
--
Auth Bypass Data Extraction Agent Framework
flowise Patch: 3.1.2 CWE-915 5 ATLAS
HIGH

Flowise: missing authz on vector store CRUD endpoints

GHSA-hmg2-jjjx-jcp2
--
Auth Bypass Data Extraction Data Leakage Agent RAG Framework
flowise Patch: 3.1.2 CWE-862 7 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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