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Game-Based Trust in Complex Networks: Past, Present, and Future
Author(s) -
Yi Li,
Weidong Fang,
Wuxiong Zhang,
Weiwei Gao,
Baoqing Li
Publication year - 2021
Publication title -
complexity
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.447
H-Index - 61
eISSN - 1099-0526
pISSN - 1076-2787
DOI - 10.1155/2021/6614941
Subject(s) - insider , computer science , game theory , cooperative game theory , value (mathematics) , mechanism (biology) , computer security , management science , mathematical economics , economics , political science , epistemology , law , philosophy , machine learning
As an efficient approach, the trust policy is implemented to defend against insider attacks in complex networks. However, the imperfection of trust relationships directly hinders the effort to quantitatively calculate trust value, especially in choosing a cooperative partner. Fortunately, the game theory is gradually concerned with addressing the above issue to further enhance security. In this paper, the game theory and the trust policy are reviewed briefly. Then, the research roadmap on game-based trust in complex networks is discussed and analysed deeply. Furthermore, some research directions in the near future are given. It is worth mentioning that our contributions not only describe the evolution of the game-based trust clearly but also suggest the trust mechanism based on the bounded rational game more suitable to uncertain information.

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