Inverting the Hidden: Unveiling Multimodal Privacy Leakage in Collaborative LVLM Inference

Shuaifan Jin, Zhibo Wang, Qiyuan Wang +5

Collaborative inference deploys Large Vision-Language Models (LVLMs) by partitioning computation between edge devices and the cloud. While withholding raw inputs supposedly ensures…