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 4307 results
HIGHEXPLOIT AVAIL

Langflow: X-Forwarded-For spoof lets users write MCP config

CVE-2026-105741
7.1
EPSS 0.2%
Auth BypassSupply ChainFrameworkAgentPlugin
langflowPatch: 1.10.3CWE-2903 ATLAS
CRITICALEXPLOIT AVAILSCANNER

Langflow: MCP Stdio command injection gives authenticated RCE

CVE-2026-105740
9.9
EPSS 3.9%
Code ExecutionSupply ChainFrameworkAgentPlugin
langflowCWE-784 ATLAS
HIGHEXPLOIT AVAIL

Langflow: cross-tenant file read via MCP resources/read

CVE-2026-105699
--
EPSS 0.3%
Data LeakageAuth BypassData ExtractionFrameworkAgentRAG
langflowPatch: 1.9.1CWE-6394 ATLAS
MEDIUMEXPLOIT AVAIL

Langflow: missing flow ownership check exposes private flows

CVE-2026-105698
5.4
EPSS 0.2%
Auth BypassData LeakageFrameworkAgent
langflow-basePatch: 0.10.1CWE-6394 ATLAS
CRITICALEXPLOIT AVAIL

Langflow: MCP stdio command injection allows host RCE

CVE-2026-105697
9.9
EPSS 0.9%
Code ExecutionAuth BypassFrameworkAgentPlugin
lfxPatch: 1.10.3CWE-786 ATLAS1 incident
MEDIUM

SiYuan: history/repo-diff routes skip secret-file guard

GHSA-3cm4-ccvw-6xr6
4.9
Data LeakageAuth BypassFrameworkPlugin
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260816034002-035bf9a8c311CWE-2003.0K3 ATLAS
HIGH

OpenAM: unauthenticated class instantiation via JAX-RPC

CVE-2026-105115
8.6
EPSS 0.5%
Auth BypassDoSCode ExecutionFrameworkAPI
CWE-3062 ATLAS
HIGH

Formwork: path traversal in backups reads/deletes files

CVE-2026-104478
7.1
EPSS 0.4%
Data LeakageAuth BypassFramework
CWE-223 ATLAS
HIGH

SiYuan: DNS-rebinding SSRF bypass in AI agent tools

GHSA-x8gv-g2g3-65fj
8.2
Data ExtractionAuth BypassPrompt InjectionAgentPluginAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260813142806-dd2778b70d02CWE-9181.8K4 ATLAS
MEDIUM

SiYuan MCP: asset.upload reads arbitrary host files

GHSA-p23f-cm6q-2qp8
5.7
Prompt InjectionData ExtractionData LeakageAgentPluginAPI
CWE-225 ATLAS
HIGH

Praxis: HTTP/2 HPACK bomb enables memory-exhaustion DoS

GHSA-cjcg-cxmh-9wcr
7.5
DoSAPIInference
praxis-proxyPatch: 0.5.2CWE-409272 ATLAS
HIGH

SiYuan: missing authorization in 17 block API endpoints

CVE-2026-74904
7.5
EPSS 0.4%
Data LeakageAuth BypassData ExtractionFrameworkAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260804015139-bd067a4fe9b2CWE-2043.0K3 ATLAS
CRITICAL

Vibe-Trading: unauth agent RCE via shell tools, exec

GHSA-jqmf-mx4f-hfr6
10.0
Code ExecutionPrompt InjectionAuth BypassAgentAPIPlugin
CWE-779 ATLAS
HIGH

LangGraph SDK: auth decorator flaw enables cross-user access

CVE-2026-104873
--
EPSS 0.3%
Auth BypassData LeakageFrameworkAgentAPI
langgraphCWE-8634.1K2 ATLAS
CRITICAL

SageMaker Distribution: OS command injection exposes IAM creds

CVE-2026-104019
9.0
EPSS 1.4%
Code ExecutionData LeakageAuth BypassFrameworkTraining Data
sagemaker505 ATLAS
MEDIUMEXPLOIT AVAIL

SiYuan: info disclosure via getNotebookInfo endpoint

CVE-2026-103763
5.8
EPSS 0.3%
Data LeakageData ExtractionAPIFramework
CWE-2002 ATLAS
MEDIUMEXPLOIT AVAIL

SiYuan: missing authz leaks hidden notebook IDs

CVE-2026-103762
5.3
EPSS 0.3%
Auth BypassData LeakageFrameworkAPI
CWE-8622 ATLAS
MEDIUM

AIOSEO WordPress: DOM XSS via URL path in SEO Preview

CVE-2026-85492
6.1
EPSS 0.2%
Code ExecutionPlugin
CWE-792 ATLAS
HIGHEXPLOIT AVAIL

Langflow: absolute path traversal allows arbitrary file write

CVE-2026-51888
7.5
EPSS 0.6%
Code ExecutionSupply ChainFrameworkRAGAPI
langflow3 ATLAS
HIGHEXPLOIT AVAIL

Langflow: code injection in validate/code enables RCE

CVE-2026-51886
8.8
EPSS 0.6%
Code ExecutionFrameworkAgent
langflowPatch: 1.10.1CWE-944 ATLAS1 incident

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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