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
2,390

AI/ML CVEs Tracked

342

Critical

360

New This Week

18

In CISA KEV

Sort: Date CVSS EPSS KEV first Most exploited
Filter: All Critical High Medium KEV only Active exploitation Has patch No patch

Latest AI Security Threats

Showing 20 of 844 results — Medium severity
MEDIUM

Langflow: eval() code injection → remote code execution

CVE-2026-7700
6.3
EPSS 0.3%
Code Execution Data Extraction Framework Agent
langflow CWE-74 4 ATLAS
MEDIUM

Langflow: command injection in code parser enables RCE

CVE-2026-7687
6.3
EPSS 1.7%
Code Execution Data Extraction Framework Agent
langflow CWE-74 4 ATLAS
MEDIUM EXPLOIT AVAIL

SGLang: deserialization in tokenizer loader enables RCE

CVE-2026-7669
5.6
EPSS 0.4%
Supply Chain Code Execution Framework Inference
sglang CWE-20 8.3K 3 ATLAS
MEDIUM

Langflow: path traversal allows arbitrary file read

CVE-2026-3345
6.5
EPSS 0.4%
Data Extraction Data Leakage Framework Agent
langflow CWE-22 3 ATLAS
MEDIUM

Langflow: path traversal enables arbitrary file write

CVE-2026-4502
6.5
EPSS 0.3%
Code Execution Supply Chain Framework Agent
langflow CWE-22 4 ATLAS
MEDIUM

Langflow Desktop: stored XSS enables credential theft

CVE-2026-3346
6.4
EPSS 0.2%
Data Extraction Auth Bypass Framework
langflow CWE-89 4 ATLAS
MEDIUM

IBM Langflow: SSRF enables internal network enumeration

CVE-2026-3340
6.5
EPSS 0.2%
Data Extraction Privacy Violation Framework Agent
langflow CWE-918 4 ATLAS
MEDIUM

openclaw: path traversal exposes host files via audio embed

GHSA-gfg9-5357-hv4c
--
Prompt Injection Data Extraction Agent Plugin
openclaw Patch: 2026.4.15 CWE-22 4 5 ATLAS 1 incident
MEDIUM

openclaw: auth bypass in owner command enforcement

GHSA-c28g-vh7m-fm7v
--
Auth Bypass Agent Plugin
openclaw Patch: 2026.4.21 CWE-862 4 5 ATLAS 1 incident
MEDIUM EXPLOIT AVAIL

vllm: uninitialized KV cache memory leaks inference data

CVE-2026-7141
5.6
EPSS 0.3%
Data Leakage DoS Inference Framework
vllm Patch: 0.19.1 CWE-908 130 4 ATLAS
MEDIUM

openclaw: config guard bypass, persistent settings mutation

GHSA-7jm2-g593-4qrc
--
Prompt Injection Auth Bypass Agent Framework Plugin
openclaw Patch: 2026.4.20 CWE-285 4 4 ATLAS 1 incident
MEDIUM

openclaw: tool policy bypass via bundled MCP/LSP tools

GHSA-qrp5-gfw2-gxv4
--
Auth Bypass Code Execution Agent Plugin
openclaw Patch: 2026.4.20 CWE-862 4 4 ATLAS 1 incident
MEDIUM

OpenClaw: env injection exposes MiniMax API key

GHSA-h2vw-ph2c-jvwf
--
Data Extraction Supply Chain Auth Bypass Agent API
openclaw Patch: 2026.4.20 CWE-15 4 4 ATLAS 1 incident
MEDIUM

openclaw: env var injection via MCP stdio config

GHSA-mj59-h3q9-ghfh
--
Supply Chain Code Execution Agent Plugin
openclaw Patch: 2026.4.20 CWE-427 4 5 ATLAS 1 incident
MEDIUM

openclaw: env namespace injection steers agent runtime

GHSA-hxvm-xjvf-93f3
--
Supply Chain Code Execution Agent Plugin
openclaw Patch: 2026.4.20 CWE-184 4 4 ATLAS 1 incident
MEDIUM

openclaw: DM policy bypass via Feishu card-action callbacks

GHSA-72q8-jcmc-97wx
--
Auth Bypass Agent Plugin
openclaw Patch: 2026.4.20 CWE-863 4 3 ATLAS 1 incident
MEDIUM

openclaw: session key auth bypass in webhook routing

GHSA-2xcp-x87w-q377
--
Auth Bypass Agent Framework
openclaw Patch: 2026.4.20 CWE-639 4 3 ATLAS 1 incident
MEDIUM

n8n-mcp: credential exposure via HTTP transport logging

GHSA-wg4g-395p-mqv3
4.3
Data Leakage Privacy Violation Agent Plugin
n8n-mcp Patch: 2.47.13 CWE-532 4 ATLAS
MEDIUM

LangChain: SSRF redirect bypass exposes internal endpoints

CVE-2026-41481
6.5
EPSS 0.2%
Data Extraction Auth Bypass Framework RAG
langchain CWE-918 2.7K 3 ATLAS
MEDIUM

BetterDocs: Auth bypass drains OpenAI API quota

CVE-2026-6393
4.3
EPSS 0.3%
Auth Bypass DoS Data Extraction API Plugin
CWE-862 5 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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