Selection-Invariant Communication Compilers for Privacy-Aware Multi-Agent LLM Workflows

Jinghan Xu, Longze Fan, Zeyuan Wang +2

Structured multi-agent workflows exchange intermediate messages whose content and form can reveal private state even when the final output is safe. We identify selection-channel le…