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Open AccessArticle

Context Sensing System Analysis for Privacy Preservation Based on Game Theory

1
College of Information Science and Technology, Beijing Normal University, Beijing 100875, China
2
Department of Physics, Beijing Normal University, Beijing 100875, China
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Telecommunications Engineering with Management, International School, Beijing University of Posts and Telecommunications, Beijing 100876, China
*
Author to whom correspondence should be addressed.
This paper is an extended version of our paper published in Li, L.; Wang, S.; Guo, J.; et al. Extensive Form Game Analysis Based on Context Privacy Preservation for Smart Phone Applications. In Proceedings of the International Conference on Wireless Algorithms, Systems, and Applications, Bozeman, MT, USA, 8–10 August 2016; Springer International Publishing: Gewerbestrasse, Switzerland, 2016; pp. 389–400.
Academic Editor: Stefan Poslad
Sensors 2017, 17(2), 339; https://doi.org/10.3390/s17020339
Received: 1 December 2016 / Revised: 12 January 2017 / Accepted: 6 February 2017 / Published: 10 February 2017
In a context sensing system in which a sensor-equipped mobile phone runs an unreliable context-aware application, the application can infer the user’s contexts, based on which it provides personalized services. However, the application may sell the user’s contexts to some malicious adversaries to earn extra profits, which will hinder its widespread use. In the real world, the actions of the user, the application and the adversary in the context sensing system affect each other, so that their payoffs are constrained mutually. To figure out under which conditions they behave well (the user releases, the application does not leak and the adversary does not retrieve the context), we take advantage of game theory to analyze the context sensing system. We use the extensive form game and the repeated game, respectively, to analyze two typical scenarios, single interaction and multiple interaction among three players, from which Nash equilibriums and cooperation conditions are obtained. Our results show that the reputation mechanism for the context-sensing system in the former scenario is crucial to privacy preservation, so is the extent to which the participants are concerned about future payoffs in the latter one. View Full-Text
Keywords: context-aware; privacy protection; mobile application; game theory context-aware; privacy protection; mobile application; game theory
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Wang, S.; Li, L.; Sun, W.; Guo, J.; Bie, R.; Lin, K. Context Sensing System Analysis for Privacy Preservation Based on Game Theory. Sensors 2017, 17, 339.

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