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

95

New This Week

25

In CISA KEV

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

Latest AI Security Threats

Showing 20 of 4307 results
MEDIUMEXPLOIT AVAIL

SiYuan: auth bypass leaks hidden notebook files

CVE-2026-85578
6.5
EPSS 0.4%
Auth BypassData LeakageRAG
CWE-8622 ATLAS
MEDIUMEXPLOIT AVAIL

SiYuan: broken authz leaks DB schema & block IDs

CVE-2026-72800
5.8
EPSS 0.3%
Auth BypassData LeakageAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260724103335-f36331956ae9CWE-8623.0K2 ATLAS
MEDIUMEXPLOIT AVAIL

SiYuan: auth bypass exposes private notebook content

CVE-2026-72805
5.8
EPSS 0.3%
Auth BypassData LeakagePrivacy ViolationRAGAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260723163028-931ba693375eCWE-8623.0K1 ATLAS
HIGHEXPLOIT AVAIL

SiYuan: WebSocket leak bypasses publish access control

CVE-2026-72810
8.6
EPSS 0.5%
Auth BypassData LeakagePrivacy ViolationPlugin
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260723013612-ba948639d7f6CWE-8623.0K1 ATLAS
MEDIUMEXPLOIT AVAIL

SiYuan: broken auth on refreshBacklink enables DoS

CVE-2026-72812
6.5
EPSS 0.4%
Auth BypassDoSFramework
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260723002528-7d273c271ce1CWE-8623.0K2 ATLAS
HIGH

SiYuan: auth bypass leaks password-protected doc content

GHSA-7j72-f6wg-cxw6
8.6
Auth BypassData LeakagePrivacy ViolationFramework
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260721020826-2d069dce84a2CWE-2883.0K1 ATLAS
HIGHEXPLOIT AVAIL

SiYuan: missing authz leaks forbidden doc content via backlink API

CVE-2026-68586
8.6
EPSS 0.4%
Auth BypassData LeakagePrivacy ViolationAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260721014413-f45749a7ef6eCWE-8623.0K1 ATLAS
HIGHEXPLOIT AVAIL

SiYuan: missing authz exposes publish-disabled docs

CVE-2026-68587
8.6
EPSS 0.3%
Auth BypassData LeakagePrivacy ViolationRAG
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260721013353-69db783b782aCWE-8623.0K3 ATLAS
UNKNOWNEXPLOIT AVAIL

csv-parse: CSV header triggers prototype pollution

CVE-2026-85063
--
EPSS 0.6%
Supply ChainAuth BypassTraining DataRAG
CWE-13212 ATLAS
HIGHEXPLOIT AVAIL

SiYuan: path traversal leaks attribute-view data

CVE-2026-69086
7.7
EPSS 0.5%
Data LeakageAuth BypassPrivacy ViolationRAGAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260720151813-0f5a0e7c67b0CWE-223.0K3 ATLAS
HIGH

OpenClaw Feishu: authz bypass skips account disablement

GHSA-w8wf-3qvj-6xqf
8.1
Auth BypassPrivacy ViolationAgentPlugin
@openclaw/feishuPatch: 2026.6.9CWE-86332 ATLAS
HIGH

OpenClaw Feishu: broken authz bypasses tool disable

GHSA-2q7j-2vhx-56g8
8.1
Auth BypassPrivacy ViolationAgentPlugin
@openclaw/feishuPatch: 2026.6.9CWE-86333 ATLAS
CRITICALEXPLOIT AVAIL

unstructured: SSRF via url= param exposes internal APIs

CVE-2026-71428
9.3
EPSS 0.4%
Data LeakageAuth BypassDoSFrameworkRAGAgent
unstructuredPatch: 0.24.0CWE-6013 ATLAS
HIGHEXPLOIT AVAIL

Ollama: SSRF via unvalidated model-pull redirects

CVE-2026-85180
7.5
EPSS 0.5%
Supply ChainData LeakageInferenceModel
ollamaCWE-9181.9K4 ATLAS
HIGHEXPLOIT AVAIL

Helicone: IDOR leaks cross-tenant LLM provider keys

CVE-2026-85178
7.7
EPSS 0.4%
Auth BypassData LeakageAPI
CWE-6393 ATLAS
MEDIUMEXPLOIT AVAIL

ckan-mcp-server: cache key collision enables poisoning

CVE-2026-73846
6.5
EPSS 0.2%
Prompt InjectionAgentPlugin
CWE-3452 ATLAS
HIGHEXPLOIT AVAIL

Label Studio: org filter bypass leaks tenant storage

CVE-2026-85211
7.7
EPSS 0.4%
Auth BypassData LeakagePrivacy ViolationTraining DataAPI
label-studio23 ATLAS
HIGHEXPLOIT AVAIL

Label Studio: SSRF via webhooks hits cloud metadata

CVE-2026-85179
8.5
EPSS 0.4%
Data LeakageData ExtractionTraining DataFramework
label-studio23 ATLAS
MEDIUM

n8n: IDOR exposes workflow data across projects

CVE-2026-85173
--
EPSS 0.3%
Auth BypassData LeakagePrivacy ViolationAgentAPI
n8n163 ATLAS
MEDIUM

n8n: SSRF bypass via uri/url validation mismatch

CVE-2026-85172
--
EPSS 0.3%
Auth BypassData LeakageAgentPlugin
n8nCWE-918162 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?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

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