Defending Applications Against Frontier Model Threats
🔒 Cloudflare describes an architectural approach to defend applications and internal systems from high-speed attacks enabled by frontier AI models. The post explains how layered controls — including WAF, ML-based scoring, API Shield, Bot Management, Zero Trust, IdP federation, MCP server controls, and AI Gateway — work together to reduce discovery, limit exploit adaptation, and contain impact. It emphasizes deploying inspection ahead of public apps, defining valid API traffic, restricting automated probing, and enforcing per-request identity for internal tools.
