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 1908 results — High severity
HIGHEXPLOIT AVAIL

ms-swift: unauth SSRF via multimodal media URLs

CVE-2026-85686
7.5
EPSS 0.5%
Code ExecutionData LeakageInferenceAPI
ms-swiftCWE-91862 ATLAS
HIGHEXPLOIT AVAIL

LLaMA-Factory: SSRF guard bypass via redirect/DNS rebind

CVE-2026-85673
7.5
EPSS 0.5%
Auth BypassData ExtractionAPIInference
llama-factoryCWE-9183 ATLAS
HIGHEXPLOIT AVAIL

OGX/Llama Stack: SSRF via MCP tool server_url

CVE-2026-85666
7.5
EPSS 0.7%
Data LeakageAuth BypassAgentAPIPlugin
llama-stackCWE-918143 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
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
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
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
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
HIGH

n8n: plaintext credential leak via error logging

CVE-2026-85171
--
EPSS 0.6%
Data LeakagePrivacy ViolationAgentPlugin
n8n163 ATLAS
HIGH

n8n: local file read & SSRF via Gmail/Brevo nodes

CVE-2026-85170
--
EPSS 0.4%
Data ExtractionData LeakageAgentPlugin
n8nCWE-20163 ATLAS
HIGH

n8n: $fromAI sandbox escape enables RCE

CVE-2026-85169
--
EPSS 0.9%
Code ExecutionAuth BypassAgentFramework
n8nCWE-94164 ATLAS
HIGH

n8n: Git node RCE via poisoned filter/merge config

CVE-2026-85168
--
EPSS 0.8%
Code ExecutionSupply ChainAgentPlugin
n8n163 ATLAS
HIGH

n8n: credential theft via unvalidated workflow node

CVE-2026-85166
--
EPSS 0.4%
Auth BypassData LeakageAgentPlugin
n8n163 ATLAS
HIGH

n8n: expression sandbox bypass mutates host globals

CVE-2026-85165
--
EPSS 0.6%
Code ExecutionAgentFramework
n8nCWE-95163 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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