Wa-Kin Lei

DRAG: Data Reconstruction Attack using Guided Diffusion

With the rise of large foundation models, split inference (SI) has emerged as a popular computational paradigm for deploying models across lightweight edge devices and cloud servers, addressing data privacy and computational cost concerns. However, most existing data reconstruction attacks have focu…