社交物联网信任管理方案研究

S. W. Kuseh, Henry Nunoo‐Mensah, G. S. Klogo, E. T. Tchao
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引用次数: 2

摘要

社交物联网(Social Internet of Things, SIoT)是将社交网络概念整合到物联网中,以增强物联网对象和用户之间的社交互动。预计SIoT将提供充分的服务选择和发现。在沟通网络中讨论社会概念时,信任是一个必不可少的因素。信任通常导致双方(即委托人和受托人)之间的相互关系,双方都享有互惠互利。对于安全的社会关系,信任管理(Trust management, TM)是SIoT的一个重要特征。这项工作的主要目的是对SIoT可用的信任管理建议/方案进行全面审查。本文选择了四种用于信任管理的主要信任计算算法,并对它们进行了详细的研究。在IEEE Xplore、Scopus、ResearchGate和Google Scholar数据库中检索了包含“物联网中的信任聚合方法”和“SIoT中的信任计算”这两个术语的文章,并特别强调了2018年至2021年间发表的作品。本文还讨论了每种TM技术的优缺点、信任度量/特征、贡献以及文献中最先进的SIoT TM建议的局限性。文章进一步提出了SIoT领域的开放性问题和可能的研究方向。
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A Survey of Trust Management Schemes for Social Internet of Things
Social Internet of Things (SIoT) involves integrating social networking concepts in the Internet of Things (IoT) to enhance social interactions among IoT objects and users. SIoT is envisaged to provide adequate service selection and discovery. Trust is an essential factor whenever social concepts are discussed in communication networks. Trust usually leads to a mutual relationship between two parties (i.e., the trustor and trustee) where they both enjoy mutual benefits. For secure social relationships, Trust management (TM) is a crucial feature of SIoT. The primary aim of this work is to provide a comprehensive review of trust management proposals/schemes available for SIoT. Four main trust calculation algorithms for trust management were selected for this review, and they were examined in detail. The IEEE Xplore, Scopus, ResearchGate, and Google Scholar databases were searched for articles containing the terms "Trust aggregation approaches in IoT", and "Trust computation in SIoT" with a particular emphasis on works published between 2018 and 2021. The paper also discussed the pros and cons of each TM technique, trust metrics/features, contributions, and limitations of the state-of-the-art SIoT TM proposals in the literature. The paper further provides open issues and possible research directions for entry-level researchers in the domain of SIoT.
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