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 616 results — High severity, has patch
HIGH

MONAI: NumpyReader RCE via forced allow_pickle=True

GHSA-wg9g-w2j2-8pgr
7.8
Supply ChainCode ExecutionFrameworkTraining Data
monaiPatch: 1.6.0CWE-5021284 ATLAS
HIGH

MONAI: OS command injection via crafted YAML config

GHSA-rghg-q7wp-9767
--
Code ExecutionSupply ChainFrameworkTraining Data
MONAIPatch: 1.6.0CWE-781284 ATLAS
HIGH

MONAI: unpatched pickle deserialization enables RCE

GHSA-qxq5-qhx6-94qw
7.8
Code ExecutionSupply ChainFrameworkTraining Data
monaiPatch: 1.6.0CWE-5021283 ATLAS
HIGH

MeshCentral: stored XSS via unsanitized agent osdesc field

GHSA-c7hr-448w-65px
8.3
Code ExecutionPrivacy ViolationAgent
meshcentralPatch: 1.1.60CWE-20514
HIGH

GeoLens: IDOR leaks private datasets via AI metadata API

CVE-2026-55178
7.5
EPSS 0.6%
Auth BypassData LeakagePrivacy ViolationAPIRAG
geolensPatch: 1.2.3CWE-2002.8K3 ATLAS
HIGHEXPLOIT AVAIL

CodeWhale: rlm_eval RCE bypasses approval policy

CVE-2026-75858
7.8
EPSS 0.4%
Prompt InjectionCode ExecutionAuth BypassAgentPlugin
codewhalePatch: 0.8.64CWE-945 ATLAS
HIGH

Kestra: stored XSS via crafted [[link]] flow description

CVE-2026-55839
8.7
EPSS 0.4%
Code ExecutionData LeakageFramework
io.kestra:kestraPatch: 1.3.24CWE-795142 ATLAS
HIGHEXPLOIT AVAIL

MLflow: missing authz check leaks private artifacts

CVE-2026-69148
7.1
EPSS 0.4%
Auth BypassData LeakageModelAPI
mlflowPatch: 3.15.0CWE-8626953 ATLAS
HIGH

atomic-agents: unpriced models silently bypass cost cap

GHSA-j659-8xh6-5pq5
--
DoSAgentFramework
atomic-agents-stackPatch: 1.1.0CWE-770942 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
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
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
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
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
HIGHEXPLOIT AVAIL

Open WebUI: KaTeX fallback XSS steals admin session

CVE-2026-70492
8.7
EPSS 0.4%
Code ExecutionData LeakageAuth BypassFramework
open-webuiPatch: 0.11.0CWE-7923 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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