System-Level Defense against Indirect Prompt Injection Attacks: An Information Flow Control Perspective

Fangzhou Wu, Ethan Cecchetti, Chaowei Xiao

Large Language Model-based systems (LLM systems) are information and query processing systems that use LLMs to plan operations from natural-language prompts and feed the output of…