A dynamic trust model in internet of things

被引:0
|
作者
Eric Ke Wang
Chien-Ming Chen
Dongning Zhao
Wai Hung Ip
Kai Leung Yung
机构
[1] Harbin Institute of Technology (Shenzhen),Department of Industrial and Systems Engineering
[2] Shandong University of Science and Technology,undefined
[3] Shenzhen Vetose Technology Co. Ltd,undefined
[4] The Hong Kong Polytechnic University,undefined
来源
Soft Computing | 2020年 / 24卷
关键词
Trust model; Trust prediction; Internet of things; Markov chain;
D O I
暂无
中图分类号
学科分类号
摘要
Indicating trust or distrust of a node is a key issue in the trust management of IoT. However, there are some challenges for the management with anonymous nodes, inaccurate communication, etc. Due to huge number of nodes in IoT, one of the possible solutions is predicting trust and distrust values. In this paper, we propose a dynamic trust model based on direct and indirect trust computation, and the most important part of a model, trust prediction. The prediction method mainly depends on the combination of exponential smoothing and a Markov chain. We employ exponential smoothing to predict trustiness and a Markov chain to fix the deviation of the prediction. To test our scheme, we create a simulation to evaluate its performance and effectiveness. The simulation results are encouraging.
引用
收藏
页码:5773 / 5782
页数:9
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