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 615 results — Active exploitation, has patch
CRITICALKEVSCANNER

MLflow: unauth SSRF via webhook hits cloud metadata

CVE-2026-64849
9.3
EPSS 10.0%
Data ExtractionAuth BypassData LeakageFrameworkAPI
mlflowPatch: 3.15.0CWE-9186952 ATLAS
MEDIUMEXPLOIT AVAIL

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

CVE-2026-73560
6.5
EPSS 0.4%
Data ExtractionAuth BypassInferenceModel
vllmPatch: 0.26.0CWE-918943 ATLAS
CRITICALEXPLOIT AVAIL

SiYuan: SQL injection enables cross-notebook DB access

CVE-2026-72811
10.0
EPSS 0.4%
Code ExecutionData ExtractionPrivacy ViolationRAGPlugin
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260723004839-1a5b3431d5abCWE-893.0K3 ATLAS
MEDIUMEXPLOIT AVAIL

vLLM: integer overflow leaks other users' output

CVE-2026-73558
5.3
EPSS 0.4%
Data LeakagePrivacy ViolationInference
vllmPatch: 0.27.0CWE-190943 ATLAS
MEDIUMEXPLOIT AVAIL

vLLM: ReDoS in structured output stalls engine

CVE-2026-73556
5.3
EPSS 0.5%
DoSInference
vllmPatch: 0.26.0CWE-400943 ATLAS
MEDIUMEXPLOIT AVAIL

SiYuan: authZ gap leaks private PDF annotations

CVE-2026-72808
5.8
EPSS 0.4%
Auth BypassData LeakagePrivacy ViolationFramework
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260723031702-509b35055940CWE-8623.0K2 ATLAS
HIGHEXPLOIT AVAIL

SiYuan: second-order SQLi via malicious template packages

CVE-2026-72807
8.0
EPSS 0.3%
Supply ChainData LeakageCode ExecutionRAGPlugin
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260723035036-0a176345e02aCWE-893.0K3 ATLAS
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
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
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

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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