Common Criterion of Privacy Metrics and Parameters Analysis Based on Error Probability for Randomized Response

Privacy security issues under the classic randomized response (RR) model proposed by Warner and its extended K-RR model are studied. First, in order to provide references for the accuracy of the private distribution estimation problem under RR mechanism, the lower bounds of the differential privacy...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Haina Song, Tao Luo, Jianfeng Li
Format:	Article
Language:	English
Published:	IEEE 2019-01-01
Subjects:	Error probability maximum a posteriori estimation local differential privacy randomized response data utility privacy preservation
Online Access:	https://ieeexplore.ieee.org/document/8618440/