3 citations · 5 across the 4 of their papers we have counts for
4 papers
Computing Maximal Per-Record Leakage and Leakage-Distortion Functions for Privacy Mechanisms under Entropy-Constrained Adversaries
Genqiang Wu, Xiaoying Zhang, Yu Qi +3
The exponential growth of data collection necessitates robust privacy protections that preserve data utility. We address information disclosure against adversaries with bounded pri…
Achieving Dalenius' Goal of Data Privacy with Practical Assumptions
Genqiang Wu, Xianyao Xia, Yeping He
Current differential privacy frameworks face significant challenges: vulnerability to correlated data attacks and suboptimal utility-privacy tradeoffs. To address these limitations…
Analytic Theory to Differential Privacy
Genqiang Wu, Xianyao Xia, Yeping He
The purpose of this paper is to develop a mathematical analysis theory to solve differential privacy problems. The heart of our approaches is to use analytic tools to characterize…
Inherit Differential Privacy in Distributed Setting: Multiparty Randomized Function Computation
Genqiang Wu, Yeping He, Jingzheng Wu +1
How to achieve differential privacy in the distributed setting, where the dataset is distributed among the distrustful parties, is an important problem. We consider in what conditi…