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
3,021

AI/ML CVEs Tracked

424

Critical

114

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 3021 results
HIGH

PraisonAI: streaming bypass enables dangerous tool execution

GHSA-v847-hxxw-3pxg
7.8
Auth Bypass Code Execution Agent Framework
praisonai Patch: 4.6.59 CWE-78 1 4 ATLAS
HIGH

PraisonAI: XSS bypasses human-in-the-loop tool approval

GHSA-63v4-w882-g4x2
8.8
Code Execution Auth Bypass Agent Framework
praisonai Patch: 4.6.59 CWE-79 1 5 ATLAS
HIGH

PraisonAI LinearBot: webhook auth bypass enables agent exec

GHSA-fc26-m9pf-v56q
8.6
Auth Bypass Prompt Injection Code Execution Agent Framework
praisonai Patch: 4.6.59 CWE-287 1 5 ATLAS
HIGH

PraisonAI: path traversal exposes arbitrary host files

GHSA-j7qx-p75m-wp7g
7.5
Data Extraction Data Leakage Agent Plugin
praisonai Patch: 4.6.59 CWE-22 1 6 ATLAS
HIGH

PraisonAI: auth bypass via Slack app_mention handler

GHSA-qvpf-j64c-jmhr
8.3
Auth Bypass Data Extraction Agent Framework
praisonai Patch: 4.6.59 CWE-862 1 4 ATLAS
HIGH

PraisonAI: auth bypass exposes recipe API to unauthenticated callers

GHSA-5qw8-f2g9-ff29
8.2
Auth Bypass Code Execution Agent Framework
praisonai Patch: 4.6.59 CWE-287 1 4 ATLAS
HIGH

PraisonAI: DNS rebinding exposes MCP agent tools

GHSA-vmf9-xx9w-86wx
8.3
Auth Bypass Code Execution Data Extraction Agent Plugin
praisonai Patch: 4.6.59 CWE-306 1 4 ATLAS
HIGH

PraisonAI: path traversal in agent tools exposes credentials

GHSA-22cj-m4wf-fv2c
7.5
Data Extraction Privacy Violation Agent Framework
praisonai Patch: 4.6.59 CWE-22 1 4 ATLAS
HIGH

praisonai: Discord approval bypass executes agent tools

GHSA-8579-rgg5-ph2m
8.8
Auth Bypass Code Execution Agent Plugin
praisonai Patch: 4.6.59 CWE-345 1 3 ATLAS
MEDIUM

praisonaiagents: unauth SSE endpoint enables event injection

GHSA-35w5-pcw4-jx94
4.3
Auth Bypass Data Leakage Agent Framework
praisonaiagents Patch: 1.6.59 CWE-306 20 4 ATLAS
MEDIUM

marimo: reflected XSS enables JS injection in notebooks

CVE-2026-54386
6.1
EPSS 0.2%
Code Execution Data Extraction Framework
marimo Patch: 0.23.9 CWE-79 3.0K 3 ATLAS
CRITICAL EXPLOIT AVAIL SCANNER

Langflow: unauthenticated upload → DoS + path disclosure

CVE-2026-55450
9.3
EPSS 11.8%
Auth Bypass DoS Data Leakage Framework Agent
langflow Patch: 1.9.1 CWE-400 5 ATLAS
HIGH

langchain4j: SQL injection in vector store filters

CVE-2026-55405
7.6
EPSS 0.3%
Data Extraction Code Execution DoS RAG Framework
dev.langchain4j:langchain4j-pgvector Patch: 1.2.1-beta8 CWE-89 339 4 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: Yjs auth bypass exposes all user notes

CVE-2026-54022
5.3
EPSS 0.3%
Auth Bypass Data Extraction Privacy Violation API Framework
open-webui Patch: 0.8.11 CWE-706 4 5 ATLAS
MEDIUM

open-webui: auth bypass reaches restricted Ollama backends

CVE-2026-54021
6.3
EPSS 0.2%
Auth Bypass Inference API
open-webui Patch: 0.9.6 CWE-863 4 4 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: RAG ACL bypass exposes private KB chunks

CVE-2026-54019
6.5
EPSS 0.3%
Auth Bypass Data Extraction Data Leakage RAG Framework
open-webui Patch: 0.9.6 CWE-862 4 5 ATLAS
HIGH EXPLOIT AVAIL

open-webui: SSRF via redirect bypass in Playwright loader

CVE-2026-54018
7.7
EPSS 0.3%
Auth Bypass Data Extraction RAG Framework
open-webui Patch: 0.9.6 CWE-918 4 4 ATLAS
HIGH EXPLOIT AVAIL

open-webui: double-encoded path traversal in terminal proxy

CVE-2026-54017
7.7
EPSS 0.5%
Data Extraction Code Execution Framework Agent
open-webui Patch: 0.9.6 CWE-22 4 4 ATLAS
UNKNOWN EXPLOIT AVAIL

picklescan: scanner bypass enables PyTorch RCE

CVE-2026-53875
--
EPSS 0.4%
Supply Chain Code Execution Model Framework
picklescan CWE-95 3 5 ATLAS
CRITICAL EXPLOIT AVAIL

picklescan: scanner bypass enables pickle RCE

CVE-2026-53874
9.8
EPSS 0.5%
Supply Chain Code Execution Model Framework
picklescan CWE-502 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.

Need deeper analysis?

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