A Privacy-Preserving Game Model for Local Differential Privacy by Using Information-Theoretic Approach

A Privacy-Preserving Game Model for Local Differential Privacy by Using Information-Theoretic Approach

Local differential privacy (LDP) is an effective privacy-preserving model to address the problems which do not have a trusted entity. The main idea of the LDP is to add randomness in real data to guarantee individual's private sensitive information. Here, the technology of randomized response i...

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Bibliographic Details
Main Authors: Ningbo Wu, Changgen Peng, Kun Niu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Privacy-preserving
information-theoretic utility
mutual information privacy leakage
minimax game
local differential privacy
Online Access:https://ieeexplore.ieee.org/document/9276480/

Internet

https://ieeexplore.ieee.org/document/9276480/

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