Patterns · Vol. 12

Pattern

Dependency scanning adapted for AI (Snyk, Aikido, Garak indirect)

Extend dependency scanning beyond traditional software components to cover the AI-specific stack: model files, embedding models, RAG components, agent frameworks, prompt templates, and the broader AI dependency surface where vulnerabilities may originate from data-handling rather than code execution.

Classification — Vulnerability scanning for AI-specific component stacks.

Full entry

The complete treatment — problem, how it works, when to use it, sources, and examples — lives in the volume below.

Browse the full pattern index or the catalog.