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 481 results — Critical severity
CRITICAL

Langflow: cross-tenant API credential leak via cache bug

CVE-2026-10140
9.6
EPSS 0.4%
Auth Bypass Data Leakage Framework API
langflow CWE-639 3 ATLAS
CRITICAL

Langflow: unauthenticated RCE via tool_code injection

CVE-2026-10134
10.0
EPSS 0.6%
Code Execution Data Leakage Auth Bypass Framework Agent Plugin
langflow CWE-94 5 ATLAS
CRITICAL

semantic-router: unpinned litellm dep pulls malware wheel

GHSA-98x5-vq43-vc5p
--
Supply Chain Code Execution Data Leakage Framework Inference
litellm CWE-506 6 5 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise: unauthenticated file write enables RCE

CVE-2025-71338
10.0
EPSS 1.2%
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 1.1%
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 4.4%
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 0.9%
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 0.7%
Auth Bypass Data Extraction Privacy Violation Agent Framework
Flowise CWE-306 5 ATLAS
CRITICAL EXPLOIT AVAIL

qrscp: DICOM path traversal enables arbitrary file write

CVE-2026-56445
9.1
EPSS 0.6%
Code Execution DoS Training Data
CWE-22 2 ATLAS
CRITICAL EXPLOIT AVAIL

SiYuan: XSS→RCE via workspace sync in Electron app

CVE-2026-54158
9.9
EPSS 0.5%
Code Execution Data Extraction Supply Chain RAG Framework
github.com/siyuan-note/siyuan/kernel Patch: 0.0.0-20260628153353-2d5d72223df4 CWE-79 505 5 ATLAS
CRITICAL

Gemini CLI: OS command injection enables pre-sandbox RCE

CVE-2026-12537
--
EPSS 0.2%
Code Execution Supply Chain Agent Plugin
run-gemini-cli GitHub Action 5 ATLAS 1 incident
CRITICAL EXPLOIT AVAIL

picklescan: stdlib bypass enables arbitrary RCE

CVE-2026-56315
9.8
EPSS 1.1%
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 7.5%
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 0.5%
Data Extraction Auth Bypass Supply Chain Framework API Inference
@budibase/server Patch: 3.39.9 CWE-22 6 7 ATLAS
CRITICAL

n8n: SSRF bypasses allowlist, exfiltrates credentials

CVE-2026-56348
9.1
EPSS 0.5%
Auth Bypass Data Extraction Data Leakage Agent Framework
n8n CWE-918 5 ATLAS
CRITICAL

Langflow: auth bypass + unauthenticated RCE (CVSS 10)

CVE-2026-10561
10.0
EPSS 1.0%
Auth Bypass Code Execution Framework
langflow CWE-94 5 ATLAS
CRITICAL

Langflow: auth bypass in MCP endpoint, CVSS 9.8

CVE-2026-7664
9.8
EPSS 0.5%
Auth Bypass Code Execution Data Extraction Framework Agent
Langflow OSS CWE-287 5 ATLAS
CRITICAL

Flowise: RCE and sandbox escape via overrideConfig

CVE-2024-58351
9.8
EPSS 0.9%
Code Execution Data Extraction DoS Agent Framework Plugin
Flowise CWE-94 8 ATLAS
CRITICAL EXPLOIT AVAIL

Langflow: TAR symlink traversal enables full RCE

CVE-2026-55447
9.6
EPSS 0.7%
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 0.9%
Auth Bypass Data Extraction Framework Agent
langflow Patch: 1.9.1 CWE-639 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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