Optimizing Query Times for Multiple Users Scenario of Differential Privacy

Differential privacy is the state-of-the-art for preserving privacy and differential privacy mechanism based on Laplace distribution with mean 0 is common practice. However, privacy budget is exhausted so quick that the number of queries is not enough. In this paper, a differential privacy mechanism...

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Bibliographic Details
Main Authors: Wen Huang, Shijie Zhou, Yongjian Liao, Ming Zhuo
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8935235/