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
3,591

AI/ML CVEs Tracked

481

Critical

84

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 2346 results — no patch
UNKNOWN EXPLOIT AVAIL

Picklescan: NumPy gadget bypass enables pickle RCE

CVE-2025-71355
--
EPSS 0.6%
Supply Chain Code Execution Model Framework
picklescan CWE-184 3 5 ATLAS
HIGH EXPLOIT AVAIL

picklescan: RCE bypass via trace.Trace.runctx

CVE-2025-71352
8.1
EPSS 0.6%
Supply Chain Code Execution Model
picklescan CWE-693 3 4 ATLAS
HIGH EXPLOIT AVAIL

picklescan: scanner bypass enables pickle RCE

CVE-2025-71350
8.1
EPSS 0.4%
Supply Chain Code Execution Model Training Data
torch CWE-502 25.2K 5 ATLAS
HIGH EXPLOIT AVAIL

picklescan: bypass allows undetected pickle RCE

CVE-2025-71349
8.1
EPSS 0.6%
Supply Chain Code Execution Model
picklescan CWE-502 3 4 ATLAS
MEDIUM

n8n: AST validator bypass leaks env vars in Python node

CVE-2026-56777
5.0
EPSS 0.3%
Code Execution Data Leakage Agent Plugin
n8n CWE-184 4 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: SSRF in web retrieval hits internal services

CVE-2026-56399
5.0
EPSS 0.5%
Auth Bypass Code Execution Data Leakage RAG API
open-webui 3 3 ATLAS
MEDIUM

n8n: stored XSS in Chat Trigger Custom CSS field

CVE-2026-56356
5.4
EPSS 0.3%
Code Execution Social Engineering Agent Plugin
n8n CWE-79 2 ATLAS
MEDIUM

n8n: authenticated users can disable SSO enforcement via API

CVE-2026-56350
6.3
EPSS 0.4%
Auth Bypass Agent Framework
n8n CWE-285 3 ATLAS
CRITICAL

Flowise: hardcoded default secret enables session forgery

CVE-2026-56278
9.1
EPSS 0.5%
Auth Bypass Code Execution Agent Framework
Flowise CWE-798 5 ATLAS
UNKNOWN

Flowise: wildcard CORS on TTS endpoint abuses creds

CVE-2026-56277
--
EPSS 0.2%
Auth Bypass Data Leakage Agent Plugin API
Flowise CWE-346 4 ATLAS
CRITICAL

Langflow: weak reversible KDF exposes all stored credentials

CVE-2026-7874
9.1
EPSS 0.3%
Data Leakage Privacy Violation Auth Bypass Framework Agent API
langflow CWE-338 3 ATLAS
CRITICAL

Langflow: authenticated RCE enables credential theft

CVE-2026-7873
9.9
EPSS 0.5%
Code Execution Data Leakage Privacy Violation Framework Agent
langflow CWE-94 4 ATLAS
CRITICAL

Langflow: Redis-access deserialization enables full RCE

CVE-2026-7871
9.8
EPSS 0.7%
Code Execution Data Leakage Framework Agent
langflow CWE-502 4 ATLAS
CRITICAL

Langflow: malformed flow nodes enable RCE

CVE-2026-7803
9.8
EPSS 0.6%
Code Execution Framework Agent
langflow CWE-20 3 ATLAS
CRITICAL EXPLOIT AVAIL

Langflow: auth bypass in MCP transport exposes projects

CVE-2026-7663
9.8
EPSS 0.5%
Auth Bypass Data Leakage Code Execution Framework Agent Plugin
langflow CWE-285 4 ATLAS
HIGH

Langflow: SSRF via RSS/SearXNG exposes cloud IAM creds

CVE-2026-10564
8.2
EPSS 0.3%
Prompt Injection Data Extraction Framework Agent Plugin
langflow CWE-918 4 ATLAS
CRITICAL EXPLOIT AVAIL

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

CVE-2026-10560
9.1
EPSS 0.5%
Auth Bypass DoS Data Leakage Framework Agent
langflow CWE-287 3 ATLAS
MEDIUM

Langflow: SSRF via DNS rebinding in URL component

CVE-2026-10546
6.5
EPSS 0.2%
Data Leakage Code Execution Framework Agent
langflow CWE-918 2 ATLAS
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

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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