Trust Management in Decentralized IoT Access Control System

G. D. Putra, Volkan Dedeoglu, S. Kanhere, R. Jurdak
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引用次数: 48

Abstract

Heterogeneous and dynamic IoT environments require a lightweight, scalable, and trustworthy access control system for protection from unauthorized access and for automated detection of compromised nodes. Recent proposals in IoT access control systems have incorporated blockchain to overcome inherent issues in conventional access control schemes. However, the dynamic interaction of IoT networks remains uncaptured. Here, we develop a blockchain based Trust and Reputation System (TRS) for IoT access control, which progressively evaluates and calculates the trust and reputation score of each participating node to achieve a self-adaptive and trustworthy access control system. Trust and reputation are explicitly incorporated in the attribute-based access control policy, so that different nodes can be assigned to different access right levels, resulting in dynamic access control policies. We implement our proposed architecture in a private Ethereum blockchain comprised of a Docker container network. We benchmark our solution using various performance metrics to highlight its applicability for IoT contexts.
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分散式物联网门禁系统中的信任管理
异构和动态的物联网环境需要一个轻量级、可扩展和值得信赖的访问控制系统,以防止未经授权的访问,并自动检测受损节点。最近在物联网访问控制系统中的建议已经纳入区块链,以克服传统访问控制方案中的固有问题。然而,物联网网络的动态交互仍然没有被捕获。在这里,我们开发了一个基于区块链的物联网访问控制信任和声誉系统(TRS),该系统逐步评估和计算每个参与节点的信任和声誉评分,以实现自适应和可信的访问控制系统。在基于属性的访问控制策略中显式地加入了信任和声誉,从而可以为不同的节点分配不同的访问权限级别,从而形成动态的访问控制策略。我们在一个由Docker容器网络组成的私有以太坊区块链中实现了我们提出的架构。我们使用各种性能指标对我们的解决方案进行基准测试,以突出其对物联网环境的适用性。
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