Private compression for intermediate feature in IoT-supported mobile cloud inference

Yuan Zhang, Zixi Wang, Xiaodi Guan, Lijun He, Fan Li

Abstract: Highlights•We address the issue of privacy in intermediate features using information theory.•We propose a method for jointly enhancing privacy and encoding efficiency.•We propose a gradient-reversal optimization strategy based on information theory.