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Document type:
Journal Article; Research Support, N.I.H., Extramural 
Author(s):
Prasser, Fabian; Gaupp, James; Wan, Zhiyu; Xia, Weiyi; Vorobeychik, Yevgeniy; Kantarcioglu, Murat; Kuhn, Klaus; Malin, Brad 
Title:
An Open Source Tool for Game Theoretic Health Data De-Identification. 
Abstract:
Biomedical data continues to grow in quantity and quality, creating new opportunities for research and data-driven applications. To realize these activities at scale, data must be shared beyond its initial point of collection. To maintain privacy, healthcare organizations often de-identify data, but they assume worst-case adversaries, inducing high levels of data corruption. Recently, game theory has been proposed to account for the incentives of data publishers and recipients (who attempt to re...    »
 
Journal title abbreviation:
AMIA Annu Symp Proc 
Year:
2017 
Journal volume:
2017 
Pages contribution:
1430-1439 
Print-ISSN:
1559-4076 
TUM Institution:
Institut für Medizinische Statistik und Epidemiologie