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 544 results — Medium severity, has patch
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
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
MEDIUM

SiYuan: publish password bypass leaks block references

CVE-2026-73606
5.8
EPSS 0.3%
Auth BypassData LeakageAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260812083335-251596fc0de2CWE-8633.0K2 ATLAS
MEDIUM

SiYuan: missing authz leaks bookmark labels in publish mode

CVE-2026-73609
5.8
EPSS 0.3%
Data LeakageAuth BypassFrameworkAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260812083335-251596fc0de2CWE-8623.0K2 ATLAS
MEDIUM

mcp-atlassian: incomplete SSRF fix allows blind redirect

CVE-2026-77249
5.3
EPSS 0.3%
Data LeakageAuth BypassAgentPluginAPI
mcp-atlassianPatch: 0.22.0CWE-91823 ATLAS
MEDIUM

mcp-atlassian: XSS in OAuth setup callback server

CVE-2026-77272
5.4
EPSS 0.3%
Social EngineeringAuth BypassAgentPlugin
mcp-atlassianPatch: 0.22.0CWE-7923 ATLAS
MEDIUMEXPLOIT AVAIL

mcp-atlassian: world-readable OAuth token file exposure

CVE-2026-77268
5.5
EPSS 0.2%
Data LeakageAuth BypassAgentPlugin
mcp-atlassianPatch: 0.22.0CWE-73224 ATLAS
MEDIUMEXPLOIT AVAIL

mcp-atlassian: arbitrary file read via upload_attachment

CVE-2026-77266
6.5
EPSS 0.5%
Data ExtractionData LeakagePrompt InjectionAgentPluginFramework
mcp-atlassianPatch: 0.22.0CWE-2225 ATLAS
MEDIUMEXPLOIT AVAIL

mcp-atlassian: path traversal enables arbitrary file read

CVE-2026-77269
6.5
EPSS 0.4%
Data ExtractionData LeakageAgentPlugin
mcp-atlassianPatch: 0.22.0CWE-2225 ATLAS
MEDIUMEXPLOIT AVAIL

MCP Atlassian: cleartext OAuth token file readable locally

CVE-2026-77250
6.1
EPSS 0.1%
Data LeakageAuth BypassAgentPlugin
mcp-atlassianPatch: 0.22.0CWE-31224 ATLAS
MEDIUMEXPLOIT AVAIL

MCP Atlassian: DNS-rebinding SSRF exposes internal services

CVE-2026-77265
5.9
EPSS 0.3%
Data LeakageAuth BypassAgentPluginAPI
mcp-atlassianPatch: 0.22.0CWE-91823 ATLAS
MEDIUMEXPLOIT AVAIL

MCP Atlassian: path traversal in attachment upload leaks files

CVE-2026-77270
6.5
EPSS 0.5%
Data ExtractionData LeakagePrompt InjectionAgentPluginFramework
mcp-atlassianPatch: 0.22.0CWE-2225 ATLAS
MEDIUMEXPLOIT AVAIL

LightRAG: error messages leak paths and DB credentials

CVE-2026-85709
5.3
EPSS 0.4%
Data LeakageData ExtractionRAGAPIFramework
lightrag-hkuPatch: 1.5.5CWE-2091.8K4 ATLAS
MEDIUM

LiteLLM: SSRF via user_config api_base bypass

CVE-2026-59823
--
EPSS 0.4%
Auth BypassData LeakageAPIFramework
litellmPatch: 1.83.9CWE-91863 ATLAS
MEDIUMEXPLOIT AVAIL

vLLM: request-selected video backend exhausts GPU memory

CVE-2026-69147
6.5
EPSS 0.6%
DoSInferenceAPIFramework
vllmPatch: 0.28.0CWE-400943 ATLAS
MEDIUM

vLLM: unbounded audio decode causes OOM DoS

CVE-2026-57173
6.5
EPSS 0.7%
DoSInferenceAPI
vllmPatch: 0.24.0CWE-770944 ATLAS
MEDIUM

Open WebUI: OAuth token exchange bypasses domain allowlist

CVE-2026-88005
6.5
EPSS 0.4%
Auth BypassAPI
open-webuiPatch: 0.9.0CWE-86322 ATLAS
MEDIUM

Open WebUI: OAuth endpoint skips role revocation checks

CVE-2026-88006
6.5
EPSS 0.4%
Auth BypassFramework
open-webuiPatch: 0.11.1CWE-86321 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: malicious chat history causes DoS

CVE-2026-88000
6.5
EPSS 0.6%
DoSFramework
open-webuiPatch: 0.11.1CWE-83522 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: SSRF via redirects reaches internal/metadata IPs

CVE-2026-88001
5.0
EPSS 0.4%
Data ExtractionRAGAgentPlugin
open-webuiPatch: 0.11.1CWE-91822 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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