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.

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

Latest AI Security Threats

Showing 20 of 1431 results — has patch
MEDIUM

vLLM: input validation flaws let attacker crash EngineCore

CVE-2026-105754
6.5
EPSS 0.3%
DoSData LeakageAuth BypassInferenceAPIModel
vllmPatch: 0.30.0CWE-20944 ATLAS
MEDIUM

vLLM: unhandled structured-output errors crash engine (DoS)

CVE-2026-105757
6.5
EPSS 0.3%
DoSInferenceFrameworkAPI
vllmPatch: 0.30.0CWE-20943 ATLAS
MEDIUM

vLLM: request-ID cache key collision corrupts rerank scores

CVE-2026-105755
4.2
EPSS 0.2%
Auth BypassDoSInferenceAPIRAG
vllmPatch: 0.30.0CWE-639944 ATLAS
MEDIUM

vLLM: unvalidated cache_salt crashes EngineCore (DoS)

CVE-2026-105756
6.5
EPSS 0.3%
DoSInferenceAPI
vllmPatch: 0.30.0CWE-20942 ATLAS
HIGHEXPLOIT AVAIL

vm2: unhandled Promise rejection in construct trap kills host

CVE-2026-100722
8.6
EPSS 0.3%
DoSFrameworkAgentPlugin
vm2Patch: 3.12.2CWE-2483.0K3 ATLAS
MEDIUM

vLLM: reachable assertion in cache causes DoS

CVE-2026-105753
6.5
EPSS 0.4%
DoSInferenceFramework
vllmPatch: 0.28.0CWE-617943 ATLAS
LOW

vLLM: cache_salt dropped on tool continuations leaks prefixes

CVE-2026-105752
3.1
EPSS 0.2%
Data LeakagePrivacy ViolationInferenceAPI
vllmPatch: 0.30.0CWE-200944 ATLAS
HIGHEXPLOIT AVAIL

fsspec: Jinja2 SSTI in Kerchunk refs allows RCE

CVE-2026-104851
8.8
EPSS 0.5%
Code ExecutionSupply ChainFrameworkTraining Data
fsspecPatch: 2026.6.0CWE-943614 ATLAS
HIGHEXPLOIT AVAIL

vm2: unhandled host Promise rejection crashes Node host

CVE-2026-92954
8.6
EPSS 0.5%
DoSFrameworkAgentPlugin
vm2Patch: 3.11.8CWE-2483.0K3 ATLAS
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
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

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
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
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
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
HIGH

SiYuan: missing authz in AV search leaks DB rows

GHSA-9cqf-hhrq-7v45
8.6
Auth BypassData LeakageData ExtractionFrameworkAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260812083335-251596fc0de2CWE-8623.0K2 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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