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
2,390

AI/ML CVEs Tracked

342

Critical

360

New This Week

18

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 826 results — has patch
HIGH EXPLOIT AVAIL

open-webui: path traversal enables file write/delete

CVE-2026-44565
8.1
EPSS 0.5%
Code Execution DoS Inference Framework
open-webui Patch: 0.6.10 CWE-22 5 ATLAS
HIGH

open-webui: CORS misconfiguration enables 1-click RCE

GHSA-6xcp-7mpr-m7wm
8.3
Code Execution Auth Bypass Framework Inference
open-webui Patch: 0.3.33 CWE-613 5 ATLAS 1 incident
HIGH

PraisonAI: tar symlink bypass allows arbitrary file write

CVE-2026-44340
7.5
EPSS 0.4%
Supply Chain Code Execution Agent Framework
PraisonAI Patch: 4.6.37 CWE-22 1 5 ATLAS 1 incident
HIGH EXPLOIT AVAIL

praisonaiagents: tool bypass enables undeclared callable exec

CVE-2026-44339
8.6
EPSS 0.4%
Code Execution Auth Bypass Agent Framework
PraisonAI Patch: 4.6.37 CWE-470 1 5 ATLAS 1 incident
CRITICAL EXPLOIT AVAIL

PraisonAI: MCP path traversal escalates to full RCE

CVE-2026-44336
9.6
EPSS 0.6%
Prompt Injection Code Execution Data Extraction Agent Plugin Framework
PraisonAI Patch: 4.6.34 CWE-20 1 8 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
HIGH EXPLOIT AVAIL SCANNER

PraisonAI: unauthenticated API triggers agent workflows

CVE-2026-44338
7.3
EPSS 26.8%
Auth Bypass Code Execution DoS Agent Framework
PraisonAI Patch: 4.6.34 CWE-306 1 7 ATLAS
MEDIUM

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-79 479 4 ATLAS
HIGH

LangChain: deserialization poisons LLM chat history

CVE-2026-44843
8.2
EPSS 0.4%
Prompt Injection Code Execution Supply Chain Framework Agent
langchain-core Patch: 1.3.3 CWE-502 4.8K 5 ATLAS
HIGH

Open WebUI: path traversal + file upload leads to RCE

CVE-2026-44566
7.3
EPSS 0.3%
Code Execution Supply Chain Inference Model
open-webui Patch: 0.1.124 CWE-22 5 ATLAS
HIGH EXPLOIT AVAIL

Open WebUI: auth bypass gives pending users full LLM access

CVE-2026-44567
7.3
EPSS 0.2%
Auth Bypass Data Extraction DoS API Inference
open-webui Patch: 0.1.124 CWE-862 4 ATLAS
HIGH EXPLOIT AVAIL

open-webui: XSS via XLSX preview enables session hijack

CVE-2026-44549
7.3
EPSS 0.3%
Code Execution Data Extraction Auth Bypass Framework API
open-webui Patch: 0.8.0 CWE-79 7 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 ATLAS
MEDIUM

open-webui: RAG auth bypass exposes private files

CVE-2026-44560
6.5
EPSS 0.4%
Auth Bypass Data Extraction Privacy Violation RAG API Framework
open-webui Patch: 0.9.0 CWE-862 5 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 ATLAS
MEDIUM

open-webui: auth bypass in collaborative doc editing

CVE-2026-44564
5.4
EPSS 0.2%
Auth Bypass Prompt Injection DoS API Framework
open-webui Patch: 0.9.0 CWE-863 4 ATLAS
MEDIUM

open-webui: auth bypass exposes restricted LLM models

CVE-2026-44563
5.4
EPSS 0.2%
Auth Bypass Data Extraction Inference API
open-webui Patch: 0.9.0 CWE-862 5 ATLAS
MEDIUM

open-webui: missing authz enables model hijacking

CVE-2026-44562
6.5
EPSS 0.3%
Auth Bypass Model Poisoning Data Extraction Model API Framework
open-webui Patch: 0.9.0 CWE-862 5 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 ATLAS
MEDIUM

open-webui: auth bypass exposes all knowledge base metadata

CVE-2026-44557
4.3
EPSS 0.2%
Auth Bypass Data Extraction Privacy Violation RAG Framework API
open-webui Patch: 0.9.0 CWE-200 5 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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