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
3,018

AI/ML CVEs Tracked

424

Critical

113

New This Week

19

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 240 results — Critical severity, Active exploitation
CRITICAL EXPLOIT AVAIL

Langflow: missing auth on build API leaks data, enables DoS

CVE-2026-10560
9.1
EPSS 0.3%
Auth Bypass DoS Data Leakage Framework Agent
langflow CWE-287 3 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise: unauthenticated file write enables RCE

CVE-2025-71338
10.0
EPSS 0.9%
Code Execution Auth Bypass Supply Chain Agent Framework Plugin
Flowise CWE-73 5 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise: unauthenticated RCE via Custom MCP endpoint

CVE-2025-71336
9.8
EPSS 1.6%
Code Execution Auth Bypass Agent Framework
Flowise CWE-78 6 ATLAS
CRITICAL EXPLOIT AVAIL SCANNER

Flowise: path traversal → RCE via missing UUID validation

CVE-2025-71334
9.8
EPSS 3.9%
Code Execution Data Extraction Auth Bypass Framework Agent API
Flowise CWE-73 4 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise: unauth file upload + path traversal enables RCE

CVE-2025-71333
--
EPSS 0.8%
Code Execution Auth Bypass Agent Framework
Flowise CWE-73 2 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise: auth bypass grants full API access

CVE-2025-71327
9.1
EPSS 0.6%
Auth Bypass Data Extraction Privacy Violation Agent Framework
Flowise CWE-306 5 ATLAS
CRITICAL EXPLOIT AVAIL

SiYuan: XSS→RCE via workspace sync in Electron app

CVE-2026-54158
9.9
EPSS 0.3%
Code Execution Data Extraction Supply Chain RAG Framework
github.com/siyuan-note/siyuan/kernel Patch: 0.0.0-20260628153353-2d5d72223df4 CWE-79 492 5 ATLAS
CRITICAL EXPLOIT AVAIL

picklescan: stdlib bypass enables arbitrary RCE

CVE-2026-56315
9.8
EPSS 0.8%
Supply Chain Code Execution Framework Model
picklescan CWE-184 3 5 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise: RCE via MCP server command validation bypass

CVE-2026-56274
9.9
EPSS 3.3%
Code Execution Auth Bypass Agent Plugin
Flowise 6 ATLAS
CRITICAL EXPLOIT AVAIL

Budibase: zip symlink bypass exposes all server secrets

CVE-2026-54352
9.6
EPSS 0.4%
Data Extraction Auth Bypass Supply Chain Framework API Inference
@budibase/server Patch: 3.39.9 CWE-22 6 7 ATLAS
CRITICAL EXPLOIT AVAIL

Langflow: TAR symlink traversal enables full RCE

CVE-2026-55447
9.6
EPSS 0.5%
Code Execution Auth Bypass Data Extraction Framework RAG Agent
langflow Patch: 1.9.2 CWE-61 6 ATLAS
CRITICAL KEV

Langflow: IDOR allows cross-user flow execution

CVE-2026-55255
9.9
EPSS 29.1%
Auth Bypass Data Extraction Framework Agent
langflow Patch: 1.9.1 CWE-639 5 ATLAS
CRITICAL EXPLOIT AVAIL SCANNER

Langflow: unauthenticated upload → DoS + path disclosure

CVE-2026-55450
9.3
EPSS 11.8%
Auth Bypass DoS Data Leakage Framework Agent
langflow Patch: 1.9.1 CWE-400 5 ATLAS
CRITICAL EXPLOIT AVAIL

picklescan: scanner bypass enables pickle RCE

CVE-2026-53874
9.8
EPSS 0.5%
Supply Chain Code Execution Model Framework
picklescan CWE-502 3 4 ATLAS
CRITICAL EXPLOIT AVAIL

picklescan: blocklist bypass allows arbitrary code exec

CVE-2026-53873
9.8
EPSS 0.5%
Supply Chain Code Execution Model Framework
picklescan 3 4 ATLAS
CRITICAL EXPLOIT AVAIL

picklescan: blocklist bypass enables full RCE

CVE-2026-3490
10.0
EPSS 0.6%
Supply Chain Code Execution Model Framework
picklescan CWE-183 3 5 ATLAS
CRITICAL EXPLOIT AVAIL

picklescan: scanner bypass enables RCE via model files

CVE-2025-71325
9.8
EPSS 0.5%
Supply Chain Code Execution Model Framework
picklescan 3 4 ATLAS
CRITICAL EXPLOIT AVAIL

picklescan: ctypes bypass enables full RCE via pickle files

CVE-2025-71323
9.8
EPSS 0.8%
Supply Chain Code Execution Framework Model
picklescan 3 5 ATLAS
CRITICAL EXPLOIT AVAIL

picklescan: blocklist bypass allows arbitrary file write/RCE

CVE-2025-71321
9.8
EPSS 0.6%
Supply Chain Code Execution DoS Framework Model Training Data
picklescan 3 4 ATLAS
CRITICAL EXPLOIT AVAIL

picklescan: deny-list bypass enables arbitrary RCE

CVE-2025-71320
9.8
EPSS 0.6%
Supply Chain Code Execution Model Framework
picklescan 3 4 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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