Application-Aware Layer-7 Security Framework for Cloud APIs Using Large Language Models

This talk presents a framework that uses large language models to identify common API flows and help administrators define application-aware security policies across applications. It covers policy evaluation in Open Policy Agent and enforcement through customized WebAssembly plugins in Envoy proxies.