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 1527 results — Medium severity
MEDIUM

Langflow: improper access control exposes sensitive data

CVE-2026-101329
6.5
EPSS 0.3%
Data LeakageAuth BypassFrameworkAgent
langflowCWE-2843 ATLAS
MEDIUM

LangChain MongoDB: NoSQL injection exposes chat histories

CVE-2026-106119
--
EPSS 0.5%
Data LeakageAuth BypassFrameworkAPI
@langchain/mongodbPatch: 1.3.1CWE-9433.2K4 ATLAS
MEDIUM

vLLM: penalty handler flaw allows remote DoS

CVE-2026-105922
4.3
EPSS 0.3%
DoSInferenceAPI
vllmCWE-404943 ATLAS
MEDIUM

Langflow: SSRF in built-in components exposes cloud metadata

GHSA-j8f7-x8jm-wmm4
--
Data LeakageData ExtractionFrameworkAgentPlugin
lfx-doclingPatch: 0.1.2CWE-9184 ATLAS
MEDIUMEXPLOIT AVAIL

vLLM: OOB read in Mamba2 mixer enables remote DoS

CVE-2026-105775
4.3
EPSS 0.3%
DoSInferenceAPIFramework
vLLMCWE-119943 ATLAS
MEDIUM

vLLM: unbounded video frame decoding enables DoS

CVE-2026-105758
5.3
EPSS 0.3%
DoSInferenceAPI
vllmPatch: 0.30.0CWE-770943 ATLAS
MEDIUM

vLLM: unbounded video frame options enable DoS

CVE-2026-105760
5.3
EPSS 0.3%
DoSInferenceAPI
vllmPatch: 0.30.0CWE-400943 ATLAS
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
MEDIUM

OpenClaw channels: allowlist bypass exposes chat reads

GHSA-g7fw-3gjp-g5hf
6.5
Auth BypassData LeakageData ExtractionAgentPlugin
openclawCWE-86233 ATLAS1 incident
MEDIUM

vLLM: reachable assertion in cache causes DoS

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

Joplin Server: reset-token reuse enables account takeover

CVE-2026-105785
4.8
EPSS 0.2%
Auth BypassData LeakageAPIPlugin
CWE-6202 ATLAS
MEDIUMEXPLOIT AVAIL

Joplin: CSS injection via jsoncanvas note rendering

CVE-2026-105784
4.6
EPSS 0.2%
Data LeakageSocial EngineeringPlugin
CWE-79
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 MCP: asset.upload reads arbitrary host files

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

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.

Start 14-Day Free Trial