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
2,375

AI/ML CVEs Tracked

336

Critical

408

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 9 of 9 results — Critical severity, KEV only
CRITICAL KEV SCANNER

LiteLLM: SQL injection exposes LLM API credentials

CVE-2026-42208
9.8
EPSS 93.1%
Auth Bypass Data Extraction Supply Chain API Inference
litellm CWE-89 6 5 ATLAS
CRITICAL KEV SCANNER

langflow: Code Injection enables RCE

CVE-2026-33017
9.8
EPSS 98.4%
Model Poisoning Code Execution Framework Agent API
langflow Patch: 1.9.0 CWE-95 6 ATLAS
CRITICAL KEV SCANNER

n8n: Input Validation flaw enables exploitation

CVE-2026-21858
10.0
EPSS 72.0%
Data Extraction Code Execution Auth Bypass Agent Framework API
n8n 6 ATLAS
CRITICAL KEV

ray: Code Injection enables RCE

CVE-2025-62593
--
EPSS 0.4%
Code Execution Auth Bypass Social Engineering Framework
ray Patch: 2.52.0 CWE-94 873 8 ATLAS
CRITICAL KEV SCANNER

Langflow: Unauth RCE via code injection endpoint

CVE-2025-3248
9.8
EPSS 100.0%
Code Execution Auth Bypass Framework Agent
langflow CWE-94 5 ATLAS
CRITICAL KEV SCANNER

Ray: unauthenticated RCE via job submission API

CVE-2023-48022
9.8
EPSS 81.5%
Code Execution Auth Bypass Framework Training Data Inference
ray CWE-829 873 6 ATLAS
CRITICAL KEV

LangChain: RCE bypass via __import__ in PAL chain

CVE-2023-44467
9.8
EPSS 0.9%
Code Execution Auth Bypass Framework Agent
langchain_experimental 2.7K 4 ATLAS
CRITICAL KEV SCANNER

TorchServe: SSRF + RCE via unrestricted model URL loading

CVE-2023-43654
9.8
EPSS 35.3%
Code Execution Supply Chain Data Extraction Framework Inference Model
torchserve 22.7K 5 ATLAS
CRITICAL KEV SCANNER

MLflow: path traversal allows arbitrary file read/write

CVE-2023-1177
9.8
EPSS 69.5%
Data Extraction Code Execution Supply Chain Framework Model Training Data
mlflow 655 7 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?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

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