Security for GenAI Systems

GenAI security isn’t a checklist you bolt on; it’s part of how you write code, move artifacts, and handle outputs. Think in terms of assets (weights, prompts, data), boundaries (providers, tools, egress), and adversaries (external scrapers, insiders, “curious” users). In this rewrite, we’ll keep the story flowing while still giving you the exact Python you can lift: a compact threat-model register, supply-chain guards, rate limiting, integrity checks, and provenance via signed receipts and C2PA. The goal is simple: make theft noisy, attacks brittle, and decisions traceable – without slowing builders down.