Selecting Optimal Subset to release under Differentially Private M-estimators from Hybrid Datasets

Privacy concern in data sharing especially for health data gains particularly increasing attention nowadays. Now some patients agree to open their information for research use, which gives rise to a new question of how to effectively use the public information to better understand the private datase...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on knowledge and data engineering. - 1998. - 30(2018), 3 vom: 01. März, Seite 573-584
1. Verfasser: Wang, Meng (VerfasserIn)
Weitere Verfasser: Ji, Zhanglong, Kim, Hyeon-Eui, Wang, Shuang, Xiong, Li, Jiang, Xiaoqian
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2018
Zugriff auf das übergeordnete Werk:IEEE transactions on knowledge and data engineering
Schlagworte:Journal Article M-estimators differential privacy hybrid datasets