Title :
Design and analysis of Bayesian game in role based trust management
Author :
Li, Lan ; Cai, Wei ; Liang, Lin ; Fan, Lei
Author_Institution :
Key Lab. of Integrate Adm. Technol. for Inf. Security, Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
Role based trust management is capable of handling the dynamicity and uncertainty of security in multi-domain distributed environment. The interactions between trust domains and users can be modeled as Bayesian games in which both players have their own strategies and payoffs. This paper shows how Game Theory can be a tool to analyze the behaviors of every player in role based trust framework. We describe the types of players and design the details of games. Considering two types of users - cooperative and malicious, we analyze the strategy sets and payoffs of trust domains and each type of users. The equilibriums of the game show how a trust domain can select proper strategies to maximize its total profits.
Keywords :
Bayes methods; game theory; security of data; Bayesian game; distributed environment; game theory; role based trust management; Argon; Bayesian methods; Computational modeling; Copper; Games; Peer to peer computing; Security; Bayesian Game; Equlibrium; Payoff; Role based; Trust Management;
Conference_Titel :
Information Theory and Information Security (ICITIS), 2010 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-6942-0
DOI :
10.1109/ICITIS.2010.5689589