A Blockchain-based Trust and Reputation Model with Dynamic Evaluation Mechanism for IoT

【Author】 Tu, Zhe; Zhou, Huachun; Li, Kun; Song, Haoxiang; Yang, Yuzheng

【Source】COMPUTER NETWORKS

【影响因子】5.493

【Abstract】The rapid development of the Internet of Things (IoT) has dramatically increased the number of distributed IoT devices and users. Trust and Reputation Model (TRM) is a well-known technique for improving the security of IoT, which detects malicious attacks by evaluating user behavior. Since traditional distributed TRMs lack secure and reliable data sharing mechanisms, some works have integrated the TRMs into the trusted blockchains. Nevertheless, they have not realized the security requirements of the comprehensive assessment of user behavior and dynamic evaluation of reputation. Therefore, this paper introduces a Blockchain-based Trust and Reputation Model (BTRM), which evaluates user reputation from many aspects and can resist multiple malicious attacks in the distributed network. Second, we propose a novel Dynamic Evaluation Mechanism (DEM), which reduces the number of reputation evaluations without degrading network security and builds a trusting foundation between long-term inactive users and the network. Eventually, we deploy the proposed model DEM-BTRM in a prototype system of Hyperledger Fabric and compare it with existing reputation evaluation methods. The results show that the DEM-BTRM can comprehensively evaluate user behavior and dynamically detect malicious attacks.

【Keywords】Internet of Things (IoT); Blockchain; Reputation; Trust management system

【发表时间】2022 9-Dec

【收录时间】2022-11-17

【文献类型】实证数据

【主题类别】

区块链技术-协同技术-物联网