Information sharing in cooperative networks: A generic trustworthy issue

Chunxiao Jiang, Yong Ren, Hsiao Hwa Chen, Guizani Moshen

研究成果: Conference contribution

摘要

In a cooperative network, users share information with each other to achieve a common target. Due to the concerns of privacy and cost, users may be reluctant to share genuine information with each other, which incurs the information trustworthiness problem. Most of the existing research attempts have proposed various mechanisms targeting to enhance the information credibility in various scenarios. However, the users' information sharing inclinations have not been well considered and modeled, which closely determine the information credibility in the network. In this paper, we study a trustworthy situation in cooperative networks and utilize the concept of reputation to model users' behaviors. Specifically, we propose two reputation learning methods based on both the peer-to-peer Bayesian learning and the social non-Bayesian learning models, and also propose a trustworthiness learning method based on the posterior estimation. Finally, simulations are conducted to verify the correctness and effectiveness of our theoretical analysis.

原文English
主出版物標題2016 IEEE International Conference on Communications, ICC 2016
發行者Institute of Electrical and Electronics Engineers Inc.
ISBN(電子)9781479966646
DOIs
出版狀態Published - 2016 七月 12
事件2016 IEEE International Conference on Communications, ICC 2016 - Kuala Lumpur, Malaysia
持續時間: 2016 五月 222016 五月 27

出版系列

名字2016 IEEE International Conference on Communications, ICC 2016

Other

Other2016 IEEE International Conference on Communications, ICC 2016
國家Malaysia
城市Kuala Lumpur
期間16-05-2216-05-27

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications

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