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
3,590

AI/ML CVEs Tracked

481

Critical

95

New This Week

24

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 139 results — Medium severity, Active exploitation, has patch
MEDIUM EXPLOIT AVAIL

vLLM is an inference and serving engine for large language models. Prior to 0.28.0, request bodies for Chat Completions and Responses can set...

CVE-2026-69147
6.5
EPSS 0.5%
vllm Patch: 0.28.0 CWE-400 92
MEDIUM EXPLOIT AVAIL

open-webui: malicious chat history causes DoS

CVE-2026-88000
6.5
EPSS 0.3%
DoS Framework
open-webui Patch: 0.11.1 CWE-835 3 2 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: SSRF via redirects reaches internal/metadata IPs

CVE-2026-88001
5.0
EPSS 0.3%
Data Extraction RAG Agent Plugin
open-webui Patch: 0.11.1 CWE-918 3 2 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: infinite-loop DoS crashes entire server

CVE-2026-88002
6.5
EPSS 0.3%
DoS Framework
open-webui Patch: 0.11.1 CWE-835 3 2 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: folder auth bypass injects rogue chats

CVE-2026-87997
4.3
EPSS 0.2%
Auth Bypass Framework API
open-webui Patch: 0.11.1 CWE-639 3 1 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: channel authz gap allows message spoofing

CVE-2026-87994
4.3
EPSS 0.2%
Auth Bypass Framework Inference
open-webui Patch: 0.11.1 CWE-639 3 2 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: session cookies leak to rogue tool server

CVE-2026-87015
6.8
EPSS 0.3%
Auth Bypass Data Leakage Agent Plugin API
open-webui Patch: 0.11.1 CWE-201 3 3 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: demoted admins keep socket access to all notes

CVE-2026-87014
6.5
EPSS 0.3%
Auth Bypass Privacy Violation Framework
open-webui Patch: 0.11.1 CWE-613 3 1 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: authenticated DoS via folder cycle

CVE-2026-87013
4.3
EPSS 0.3%
DoS Framework API
open-webui Patch: 0.11.1 CWE-835 3 3 ATLAS
MEDIUM EXPLOIT AVAIL

NLTK: dead sandbox check enables arbitrary file read

CVE-2026-65915
6.5
EPSS 0.4%
Data Leakage Auth Bypass Framework
nltk Patch: 3.10.0 CWE-284 3.1K 2 ATLAS
MEDIUM EXPLOIT AVAIL

NLTK: symlink escape allows arbitrary file read

CVE-2026-70626
6.2
EPSS 0.2%
Data Leakage Privacy Violation Training Data Framework
nltk Patch: 3.9.4 CWE-59 2.9K 3 ATLAS
MEDIUM EXPLOIT AVAIL

SiYuan: broken authz leaks DB schema & block IDs

CVE-2026-72800
5.8
EPSS 0.2%
Auth Bypass Data Leakage API
github.com/siyuan-note/siyuan/kernel Patch: 0.0.0-20260724103335-f36331956ae9 CWE-862 3.1K 2 ATLAS
MEDIUM EXPLOIT AVAIL

SiYuan: auth bypass exposes private notebook content

CVE-2026-72805
5.8
EPSS 0.2%
Auth Bypass Data Leakage Privacy Violation RAG API
github.com/siyuan-note/siyuan/kernel Patch: 0.0.0-20260723163028-931ba693375e CWE-862 3.1K 1 ATLAS
MEDIUM EXPLOIT AVAIL

PraisonAI: TOCTOU SSRF in webhook validation

CVE-2026-55535
6.8
EPSS 0.2%
Data Leakage Auth Bypass Agent API
PraisonAI Patch: 4.6.58 CWE-367 1 3 ATLAS
MEDIUM EXPLOIT AVAIL

PraisonAI: missing authz lets agent mass-rewrite files

CVE-2026-55530
6.1
EPSS 0.1%
Auth Bypass Code Execution Agent Framework
praisonaiagents Patch: 1.6.58 CWE-862 20 3 ATLAS
MEDIUM EXPLOIT AVAIL

PraisonAI: unauth memory exhaustion via MCP sessions

CVE-2026-55531
6.5
EPSS 0.2%
DoS Agent
PraisonAI Patch: 4.6.58 CWE-400 1 2 ATLAS
MEDIUM EXPLOIT AVAIL

PraisonAI: MCP origin-check bypass runs local tools

CVE-2026-55529
6.9
EPSS 0.1%
Auth Bypass Code Execution Agent Plugin
PraisonAI Patch: 4.6.58 CWE-306 1 4 ATLAS
MEDIUM EXPLOIT AVAIL

MLflow: missing authZ lets users forge dataset lineage

CVE-2026-69146
6.5
EPSS 0.3%
Auth Bypass Model Poisoning Framework Training Data API
mlflow Patch: 3.15.0 CWE-862 690 2 ATLAS
MEDIUM EXPLOIT AVAIL

vLLM: SSRF/LFI bypass in MiMo-V2 multimodal input

CVE-2026-73560
6.5
EPSS 0.3%
Data Extraction Auth Bypass Inference Model
vllm Patch: 0.26.0 CWE-918 92 3 ATLAS
MEDIUM EXPLOIT AVAIL

vLLM: integer overflow leaks other users' output

CVE-2026-73558
5.3
EPSS 0.3%
Data Leakage Privacy Violation Inference
vllm Patch: 0.27.0 CWE-190 92 3 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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