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
2,375

AI/ML CVEs Tracked

336

Critical

408

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 249 results — Active exploitation, has patch
HIGH EXPLOIT AVAIL

BentoML: Dockerfile injection enables build-time RCE

CVE-2026-44346
8.8
EPSS 0.3%
Supply Chain Code Execution Framework Inference
bentoml Patch: 1.4.39 CWE-78 21 5 ATLAS
HIGH EXPLOIT AVAIL

BentoML: unsanitized base_image allows Dockerfile RCE

CVE-2026-44345
8.8
EPSS 0.3%
Supply Chain Code Execution Framework
bentoml Patch: 1.4.39 CWE-78 21 4 ATLAS
HIGH EXPLOIT AVAIL

open-webui: IDOR exposes cross-user AI memory data

CVE-2026-44570
8.3
EPSS 0.3%
Auth Bypass Data Extraction Privacy Violation API Agent
open-webui Patch: 0.6.19 CWE-639 5 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 ATLAS
HIGH EXPLOIT AVAIL

Open WebUI: IDOR enables cross-user message tampering

CVE-2026-44569
7.1
EPSS 0.3%
Auth Bypass API Framework
open-webui Patch: 0.6.19 CWE-862 4 ATLAS
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 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 0.5%
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 19.0%
Auth Bypass Code Execution DoS Agent Framework
PraisonAI Patch: 4.6.34 CWE-306 1 7 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 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 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 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 3 ATLAS
HIGH EXPLOIT AVAIL

open-webui: access control bypass via model chaining

CVE-2026-44555
7.6
EPSS 0.2%
Auth Bypass API Model Inference
open-webui Patch: 0.9.0 CWE-862 4 ATLAS
HIGH EXPLOIT AVAIL

open-webui: XSS in model descriptions steals session tokens

CVE-2026-44721
7.3
EPSS 0.3%
Auth Bypass Code Execution Data Extraction API Framework
open-webui Patch: 0.9.0 CWE-79 5 ATLAS
MEDIUM EXPLOIT AVAIL

BentoML: symlink traversal exfiltrates host secrets at build

CVE-2026-40610
5.5
EPSS 0.2%
Data Extraction Supply Chain Framework
bentoml Patch: 1.4.39 CWE-59 21 4 ATLAS
CRITICAL EXPLOIT AVAIL

vm2: sandbox escape via nesting:true enables RCE

CVE-2026-44007
9.1
EPSS 0.8%
Code Execution Auth Bypass Agent Framework
vm2 Patch: 3.11.1 CWE-284 1.6K 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?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

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