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 2876 results — no patch
HIGH

Langflow OSS: improper access control enables RCE

CVE-2026-104335
8.8
EPSS 0.9%
Code ExecutionAuth BypassFrameworkAgent
Langflow OSSCWE-2844 ATLAS
HIGHEXPLOIT AVAIL

Knowns: untrusted LSP binary path allows code execution

CVE-2026-86540
7.8
EPSS 0.2%
Code ExecutionSupply ChainAgentPlugin
CWE-784 ATLAS
MEDIUM

vLLM: penalty handler flaw allows remote DoS

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

vLLM: OOB read in Mamba2 mixer enables remote DoS

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

simple-git: command injection via git clone config bypass

CVE-2026-102826
8.1
EPSS 0.5%
Code ExecutionSupply ChainFrameworkAgent
CWE-773 ATLAS
MEDIUM

OpenClaw channels: allowlist bypass exposes chat reads

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

Joplin Server: app-auth flaw enables account takeover

CVE-2026-105786
--
EPSS 0.4%
Auth BypassSocial EngineeringData LeakageAPI
CWE-3062 ATLAS
HIGHEXPLOIT AVAIL

vLLM: unbounded metrics labels allow memory-exhaustion DoS

CVE-2026-105759
7.5
EPSS 0.4%
DoSInferenceAPI
vllmCWE-400942 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
HIGHEXPLOIT AVAIL

Joplin: Web Clipper CORS flaw leaks permanent API token

CVE-2026-105783
8.0
EPSS 0.1%
Auth BypassData LeakageSocial EngineeringAPI
CWE-3463 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
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
MEDIUM

SiYuan MCP: asset.upload reads arbitrary host files

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

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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