Compressive Sensing Approaches for Sparse Distribution Estimation Under Local Privacy

Zhongzheng Xiong, Jialin Sun, Xiaojun Mao +3

Recent years, local differential privacy (LDP) has been adopted by many web service providers like Google \cite{erlingsson2014rappor}, Apple \cite{apple2017privacy} and Microsoft \…