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 497 results — Active exploitation, has patch
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
CRITICAL KEV SCANNER

MLflow: unauth SSRF via webhook hits cloud metadata

CVE-2026-64849
9.3
EPSS 16.4%
Data Extraction Auth Bypass Data Leakage Framework API
mlflow Patch: 3.15.0 CWE-918 690 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
MEDIUM EXPLOIT AVAIL

vLLM: ReDoS in structured output stalls engine

CVE-2026-73556
5.3
EPSS 0.3%
DoS Inference
vllm Patch: 0.26.0 CWE-400 92 3 ATLAS
MEDIUM EXPLOIT AVAIL

SiYuan: authZ gap leaks private PDF annotations

CVE-2026-72808
5.8
EPSS 0.3%
Auth Bypass Data Leakage Privacy Violation Framework
github.com/siyuan-note/siyuan/kernel Patch: 0.0.0-20260723031702-509b35055940 CWE-862 3.1K 2 ATLAS
HIGH EXPLOIT AVAIL

SiYuan: second-order SQLi via malicious template packages

CVE-2026-72807
8.0
EPSS 0.2%
Supply Chain Data Leakage Code Execution RAG Plugin
github.com/siyuan-note/siyuan/kernel Patch: 0.0.0-20260723035036-0a176345e02a CWE-89 3.1K 3 ATLAS
HIGH EXPLOIT AVAIL

SiYuan: key material leak enables offline cracking

CVE-2026-72801
7.5
EPSS 0.2%
Data Leakage Auth Bypass RAG API
github.com/siyuan-note/siyuan/kernel Patch: 0.0.0-20260724102025-3bc014c7dc32 CWE-522 3.1K 1 ATLAS
MEDIUM EXPLOIT AVAIL

SiYuan: broken access control exposes private docs

CVE-2026-72799
5.8
EPSS 0.2%
Data Leakage Auth Bypass Privacy Violation RAG
github.com/siyuan-note/siyuan/kernel Patch: 0.0.0-20260724112156-5bae0926b896 CWE-862 3.1K 3 ATLAS
MEDIUM EXPLOIT AVAIL

SiYuan: missing authz leaks encrypted notebook metadata

CVE-2026-72797
5.8
EPSS 0.2%
Data Leakage Auth Bypass RAG
github.com/siyuan-note/siyuan/kernel Patch: 0.0.0-20260724123622-8fb1b5766093 CWE-862 3.1K 2 ATLAS
MEDIUM EXPLOIT AVAIL

SiYuan: missing authz leaks notebook metadata

CVE-2026-72790
5.8
EPSS 0.2%
Auth Bypass Data Leakage API RAG
github.com/siyuan-note/siyuan/kernel Patch: 0.0.0-20260726005141-9edb321eb451 CWE-862 3.1K 1 ATLAS
HIGH EXPLOIT AVAIL

SiYuan: broken access control leaks encrypted notes

CVE-2026-72789
8.6
EPSS 0.3%
Auth Bypass Data Leakage Privacy Violation API
github.com/siyuan-note/siyuan/kernel Patch: 0.0.0-20260726020813-a25c2dd06aae CWE-862 3.1K 2 ATLAS
HIGH EXPLOIT AVAIL

SiYuan: getConf leaks session key, enables admin takeover

CVE-2026-72793
8.6
EPSS 0.2%
Auth Bypass Data Leakage RAG Plugin
github.com/siyuan-note/siyuan/kernel Patch: 0.0.0-20260725132049-2d8b98395a91 CWE-522 3.1K 2 ATLAS
HIGH EXPLOIT AVAIL

Claude Code Templates: unauth RCE via shell injection

CVE-2026-73222
8.8
EPSS 0.2%
Code Execution Auth Bypass Social Engineering Agent Framework
claude-code-templates Patch: 1.29.4 CWE-78 4 ATLAS
MEDIUM EXPLOIT AVAIL

Keras: OOM DoS via malicious .keras model load

CVE-2026-12570
5.5
EPSS 0.1%
DoS Supply Chain Framework Model
keras Patch: 3.15.0 CWE-770 1.5K 4 ATLAS
CRITICAL EXPLOIT AVAIL

crypto-js: weak PRNG enables wallet key recovery

CVE-2026-71851
9.0
EPSS 0.3%
Supply Chain Auth Bypass Data Leakage Framework Agent
crypto-js Patch: 4.0.0 CWE-331 2.9K 1 ATLAS
HIGH EXPLOIT AVAIL

PraisonAI: SSRF bypass in web_crawl via TOCTOU/rebinding

CVE-2026-55524
7.5
EPSS 0.2%
Auth Bypass Data Leakage Agent Plugin
praisonaiagents Patch: 1.6.58 CWE-367 20 4 ATLAS
HIGH EXPLOIT AVAIL

PraisonAI: SSRF via redirect bypass in web_crawl()

CVE-2026-55523
--
EPSS 0.4%
Data Leakage Auth Bypass Agent Plugin Framework
praisonaiagents Patch: 1.6.58 CWE-918 20 3 ATLAS
HIGH EXPLOIT AVAIL

PraisonAI: RCE via workflow include bypasses safe loader

CVE-2026-55522
7.8
EPSS 0.2%
Code Execution Supply Chain Agent Plugin Framework
PraisonAI Patch: 4.6.58 CWE-94 1 4 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: ReDoS via knowledge search DoS

CVE-2026-70493
6.5
EPSS 0.3%
DoS Agent RAG
open-webui Patch: 0.11.0 CWE-1333 3 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.

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