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cs.CR2021★ 4 cited
Randomized Response Mechanisms for Differential Privacy Data Analysis: Bounds and Applications
Fei Ma, Ping Wang
Randomized response, as a basic building-block for differentially private mechanism, has given rise to great interest and found various potential applications in science communitie…
cs.CR2021
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…