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
4,307

AI/ML CVEs Tracked

533

Critical

96

New This Week

25

In CISA KEV

Sort:DateCVSSEPSSKEV firstMost exploited
Filter:AllCriticalHighMediumKEV onlyActive exploitationHas patchNo patch

Latest AI Security Threats

Showing 20 of 1431 results — has patch
HIGHEXPLOIT AVAIL

SiYuan: key material leak enables offline cracking

CVE-2026-72801
7.5
EPSS 0.3%
Data LeakageAuth BypassRAGAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260724102025-3bc014c7dc32CWE-5223.0K1 ATLAS
MEDIUMEXPLOIT AVAIL

SiYuan: broken access control exposes private docs

CVE-2026-72799
5.8
EPSS 0.3%
Data LeakageAuth BypassPrivacy ViolationRAG
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260724112156-5bae0926b896CWE-8623.0K3 ATLAS
MEDIUMEXPLOIT AVAIL

SiYuan: missing authz leaks encrypted notebook metadata

CVE-2026-72797
5.8
EPSS 0.3%
Data LeakageAuth BypassRAG
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260724123622-8fb1b5766093CWE-8623.0K2 ATLAS
MEDIUMEXPLOIT AVAIL

SiYuan: missing authz leaks notebook metadata

CVE-2026-72790
5.8
EPSS 0.3%
Auth BypassData LeakageAPIRAG
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260726005141-9edb321eb451CWE-8623.0K1 ATLAS
HIGHEXPLOIT AVAIL

SiYuan: broken access control leaks encrypted notes

CVE-2026-72789
8.6
EPSS 0.4%
Auth BypassData LeakagePrivacy ViolationAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260726020813-a25c2dd06aaeCWE-8623.0K2 ATLAS
MEDIUMEXPLOIT AVAIL

SiYuan: unauth info leak exposes admin workspace via getConf

CVE-2026-72788
5.8
EPSS 0.4%
Data LeakageAuth BypassPrivacy ViolationPlugin
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260812083335-251596fc0de2CWE-8633.0K2 ATLAS
HIGHEXPLOIT AVAIL

SiYuan: getConf leaks session key, enables admin takeover

CVE-2026-72793
8.6
EPSS 0.3%
Auth BypassData LeakageRAGPlugin
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260725132049-2d8b98395a91CWE-5223.0K2 ATLAS
HIGHEXPLOIT AVAIL

Claude Code Templates: unauth RCE via shell injection

CVE-2026-73222
8.8
EPSS 0.3%
Code ExecutionAuth BypassSocial EngineeringAgentFramework
claude-code-templatesPatch: 1.29.4CWE-784 ATLAS
MEDIUMEXPLOIT AVAIL

Keras: OOM DoS via malicious .keras model load

CVE-2026-12570
5.5
EPSS 0.2%
DoSSupply ChainFrameworkModel
kerasPatch: 3.15.0CWE-7704.1K4 ATLAS
MEDIUM

JupyterHub: unauth log flooding via long usernames

CVE-2026-54338
5.3
EPSS 0.4%
DoSFramework
jupyterhubPatch: 5.5.0CWE-4001.9K1 ATLAS
CRITICALEXPLOIT AVAIL

crypto-js: weak PRNG enables wallet key recovery

CVE-2026-71851
9.0
EPSS 0.5%
Supply ChainAuth BypassData LeakageFrameworkAgent
crypto-jsPatch: 4.0.0CWE-3312.8K1 ATLAS
MEDIUM

Craft CMS: view-only role can restructure categories

GHSA-xxpx-f366-4xpq
--
Auth BypassPlugin
craftcms/cmsPatch: 5.10.6CWE-863514
MEDIUM

LangGraph Checkpoint: prefix match leaks cross-tenant data

CVE-2026-71433
5.3
EPSS 0.4%
Data LeakageAuth BypassFrameworkAgent
langgraph-checkpoint-sqlitePatch: 3.1.1CWE-2004.1K2 ATLAS
HIGH

Traefik: underscore header bypass spoofs identity

CVE-2026-54763
--
EPSS 0.2%
Auth BypassAPI
github.com/traefik/traefik/v3Patch: 3.6.22CWE-1786.3K1 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: SSRF bypass in web_crawl via TOCTOU/rebinding

CVE-2026-55524
7.5
EPSS 0.2%
Auth BypassData LeakageAgentPlugin
praisonaiagentsPatch: 1.6.58CWE-367204 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: SSRF via redirect bypass in web_crawl()

CVE-2026-55523
--
EPSS 0.5%
Data LeakageAuth BypassAgentPluginFramework
praisonaiagentsPatch: 1.6.58CWE-918203 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: RCE via workflow include bypasses safe loader

CVE-2026-55522
7.8
EPSS 0.2%
Code ExecutionSupply ChainAgentPluginFramework
PraisonAIPatch: 4.6.58CWE-9414 ATLAS
CRITICAL

Langflow: weak Fernet key derivation exposes secrets

CVE-2026-9205
9.8
EPSS 0.3%
Data LeakageAuth BypassFrameworkAPI
langflowPatch: 1.10.1CWE-3383 ATLAS
MEDIUM

Ghost: staff API leaks other staff password hashes

CVE-2026-70590
4.8
EPSS 0.3%
Data LeakagePrivacy ViolationAPI
ghostPatch: 6.54.1CWE-2002 ATLAS
HIGH

Open WebUI: broken authz lets collaborator delete chats

CVE-2026-70494
8.1
EPSS 0.5%
Auth BypassDoSFramework
open-webuiPatch: 0.11.0CWE-86221 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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