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
3,590

AI/ML CVEs Tracked

481

Critical

95

New This Week

24

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 2345 results — no patch
HIGH

Langflow: RCE via unsanitized flow display names

CVE-2026-81940
8.8
EPSS 0.6%
Code Execution Framework Agent
CWE-94 3 ATLAS
HIGH

Langflow: stale API keys survive user deactivation

CVE-2026-81268
8.1
EPSS 0.3%
Auth Bypass Data Leakage Framework Agent API
langflow CWE-613 3 ATLAS
HIGH

Langflow: unauthenticated SSRF exposes internal resources

CVE-2026-81265
7.5
EPSS 0.2%
Data Extraction Privacy Violation Framework Agent
langflow CWE-918 2 ATLAS
HIGH

IBM Langflow: SSRF exposes internal network resources

CVE-2026-81213
8.6
EPSS 0.4%
Data Leakage Data Extraction Framework Agent
langflow CWE-918 2 ATLAS
HIGH

Langflow: broken authz on components enables RCE

CVE-2026-81211
8.8
EPSS 0.3%
Code Execution Auth Bypass Framework Agent Plugin
langflow CWE-862 3 ATLAS
CRITICAL

Langflow: unauthenticated RCE via code injection

CVE-2026-81204
9.8
EPSS 0.6%
Code Execution Supply Chain Framework Agent
langflow CWE-94 2 ATLAS
HIGH

Langflow: RCE via incomplete env var blocklist

CVE-2026-79742
8.8
EPSS 0.6%
Code Execution Data Leakage Framework Agent
langflow CWE-94 3 ATLAS
MEDIUM

Langflow: authenticated arbitrary file read flaw

CVE-2026-79725
6.5
EPSS 0.3%
Auth Bypass Data Leakage Framework Agent
langflow CWE-284 3 ATLAS
CRITICAL

Langflow: unauthenticated OS command injection (CVSS 9.8)

CVE-2026-79724
9.8
EPSS 0.5%
Code Execution Framework Agent
langflow CWE-78 3 ATLAS
MEDIUM

Langflow: SSRF via unvalidated API endpoints leaks data

CVE-2026-79723
5.0
EPSS 0.3%
Data Leakage Data Extraction Framework API
langflow CWE-918 3 ATLAS
HIGH

Langflow: RCE via unsanitized MCP stdio server args

CVE-2026-78575
8.8
EPSS 0.5%
Code Execution Framework Agent Plugin
langflow CWE-78 3 ATLAS
HIGH

Langflow: authenticated RCE via unguarded eval()

CVE-2026-78571
8.8
EPSS 0.6%
Code Execution Framework Agent
langflow CWE-94 3 ATLAS
HIGH

Langflow: incomplete denylist enables authenticated RCE

CVE-2026-78569
8.8
EPSS 0.5%
Code Execution Framework Agent
langflow CWE-78 3 ATLAS
HIGH

Langflow: RCE via scanner bypass in custom components

CVE-2026-76059
8.8
EPSS 0.5%
Code Execution Supply Chain Framework Agent
langflow CWE-693 3 ATLAS
MEDIUM

Langflow: IDOR in File component leaks user files

CVE-2026-9225
6.5
EPSS 0.2%
Auth Bypass Data Leakage Privacy Violation Framework Agent Plugin
langflow CWE-639 3 ATLAS
CRITICAL

Langflow: unauth RCE via public MCP endpoints

CVE-2026-85025
9.8
EPSS 0.4%
Auth Bypass Code Execution Data Leakage Framework Agent Plugin
langflow CWE-863 3 ATLAS
CRITICAL

Flowise: unauthenticated RCE via prediction API endpoint

CVE-2026-52098
9.8
EPSS 0.8%
Code Execution Auth Bypass Agent Framework
flowise 3 ATLAS
CRITICAL

Gemini CLI: RCE via malicious .env GEMINI_CLI_HOME override

CVE-2026-13745
--
EPSS 0.3%
Code Execution Supply Chain Agent Plugin
run-gemini-cli GitHub Action 4 ATLAS
HIGH

Velociraptor: VQL injection via notebook backup restore

CVE-2026-19584
7.7
EPSS 0.2%
Code Execution Auth Bypass Framework
HIGH

functype-mcp-server: RCE via unsanitized pnpm install

CVE-2026-59176
7.8
Supply Chain Code Execution Agent Plugin
CWE-829 6 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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