Differentially Private Mixed Data Release Algorithm Based on k-prototype Clustering

Differentially Private Mixed Data Release Algorithm Based on k-prototype Clustering

Differential privacy is a model that provides strong privacy protection. Under the non-interactive frame-work, data managers can publish data sets processed by differential privacy protection technology for researchers to conduct mining and analysis. However, a lot of noise needs to be added in the...

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Bibliographic Details
Main Author: QU Jingjing, CAI Ying, FAN Yanfang, XIA Hongke
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2021-01-01
Series:Jisuanji kexue yu tansuo
Subjects:
differential privacy
mixed datasets
k-prototype
clustering
data release
Online Access:http://fcst.ceaj.org/CN/abstract/abstract2527.shtml

Internet

http://fcst.ceaj.org/CN/abstract/abstract2527.shtml

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