A Privacy-Preserving Personalized Service Framework through Bayesian Game in Social IoT
Joint Authors
Wu, Dapeng
Chen, Lei
Bi, Renwan
Chen, Qianxin
Xiong, Jinbo
Source
Wireless Communications and Mobile Computing
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-10-17
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Information Technology and Computer Science
Abstract EN
It is enormously challenging to achieve a satisfactory balance between quality of service (QoS) and users’ privacy protection along with measuring privacy disclosure in social Internet of Things (IoT).
We propose a privacy-preserving personalized service framework (Persian) based on static Bayesian game to provide privacy protection according to users’ individual security requirements in social IoT.
Our approach quantifies users’ individual privacy preferences and uses fuzzy uncertainty reasoning to classify users.
These classification results facilitate trustworthy cloud service providers (CSPs) in providing users with corresponding levels of services.
Furthermore, the CSP makes a strategic choice with the goal of maximizing reputation through playing a decision-making game with potential adversaries.
Our approach uses Shannon information entropy to measure the degree of privacy disclosure according to the probability of game mixed strategy equilibrium.
Experimental results show that Persian guarantees QoS and effectively protects user privacy despite the existence of adversaries.
American Psychological Association (APA)
Bi, Renwan& Chen, Qianxin& Chen, Lei& Xiong, Jinbo& Wu, Dapeng. 2020. A Privacy-Preserving Personalized Service Framework through Bayesian Game in Social IoT. Wireless Communications and Mobile Computing،Vol. 2020, no. 2020, pp.1-13.
https://search.emarefa.net/detail/BIM-1214906
Modern Language Association (MLA)
Bi, Renwan…[et al.]. A Privacy-Preserving Personalized Service Framework through Bayesian Game in Social IoT. Wireless Communications and Mobile Computing No. 2020 (2020), pp.1-13.
https://search.emarefa.net/detail/BIM-1214906
American Medical Association (AMA)
Bi, Renwan& Chen, Qianxin& Chen, Lei& Xiong, Jinbo& Wu, Dapeng. A Privacy-Preserving Personalized Service Framework through Bayesian Game in Social IoT. Wireless Communications and Mobile Computing. 2020. Vol. 2020, no. 2020, pp.1-13.
https://search.emarefa.net/detail/BIM-1214906
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1214906