TRM-SIoT:面向社交物联网的可扩展混合信任与声誉模型

Eleftherios Kokoris-Kogias, Orfefs Voutyras, T. Varvarigou
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引用次数: 33

摘要

将社交网络概念集成到物联网系统中是一个新兴的研究课题,有望支持新颖和更强大的应用。在本文中,我们重点关注基于COSMOS项目引入的社会方法的高度可扩展的物联网信任和声誉模型的设计和实现,作为其最终结果的一部分。我们通过结合针对点对点和移动自组织网络提出的流行解决方案并将其应用于物联网概念来创建我们的模型。每个Thing都可以根据自己的经验计算出另一个Thing的信任指数,而它可以通过咨询其他“朋友”(follovees)或参考COSMOS中使用的管理系统平台来确定自己的声誉指数。通过对所提出的社会系统的仿真对该模型进行了测试,证明了TRM-SIoT能够实现网络中恶意节点和集体的社会排斥,并且具有低计算开销和高可扩展性。此外,由于系统的适应性,这些节点的社会重新融合也是可能的。
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TRM-SIoT: A scalable hybrid trust & reputation model for the social Internet of Things
The integration of social networking concepts into Internet of Things systems is a burgeoning topic of research that promises to support novel and more powerful applications. In this paper we focus on the design and implementation of a highly scalable Trust and Reputation Model for the Internet of Things based on the social approach that the COSMOS project introduces, as part of its final results. We create our model by combining popular solutions proposed for Peer-to-Peer and mobile ad-hoc networks and adapting them on the Internet of Things concept. Each Thing can compute the Trust index of another Thing based on its own experiences, while it has the capability of determining its Reputation Index either by consulting its other “friends” (Followees) or referring to the Platform, a management system used in COSMOS. The model is tested through simulations of the proposed social system, demonstrating the ability of TRM-SIoT to achieve the Social Exclusion of malicious nodes and collectives from the network, with low computational overhead and high scalability. Furthermore, due to the adaptive nature of the system, Social Reintegration of these nodes is also possible.
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