OPTT: Optimal Piecewise Transformation Technique for Analyzing Numerical Data under Local Differential Privacy

Fei Ma, Renbo Zhu, Ping Wang

Privacy preserving data analysis (PPDA) has received increasing attention due to a great variety of applications. Local differential privacy (LDP), as an emerging standard that is…