Building an End-to-end Program Analysis Framework for LLM-powered Services

HiveAI is a project focused on developing an end-to-end program analysis framework for mobile applications powered by large language models (LLMs). The framework will analyze both source code and runtime behaviour to identify security vulnerabilities unique to LLM-integrated apps. Beyond security, it also aims to enhance performance and user experience by optimizing memory usage and reducing energy consumption on mobile devices.