The Claws in Plain Sight: Unauthorized Context Disclosure through LLM Agent Tool Calls

Ben Dong, Zhonghao Guo, Tianyi Lu +1

LLM agents routinely construct tool-call arguments from user profiles, conversation history, retrieved documents, and prior tool results. However, legitimate access to contextual i…