Towards the Design of a Trust Management Framework for the Internet of Things

S. Pal, M. Hitchens, V. Varadharajan
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引用次数: 11

Abstract

The Internet of Things (IoT) consists of a large number of entities (e.g. users and devices) and applications connected through a communication infrastructure. In such large-scale and dynamic systems, the fundamental issue is whether one entity can securely communicate with another and if so, then to what extent. In the IoT, entities must interact with one another often in unknown and uncertain circumstances. Therefore, in such systems, it is important to include mechanisms that can help in such interactions by overcoming this uncertainty. We argue that the notion of trust can assist in addressing such issues. Trust mechanisms allow entities to decide whether or not to interact with other entities. However, the concept of trust is used with different meanings and in various contexts. Research into the metrics and methods for establishing trust in dynamic IoT systems is still in its early stages. Implementing trust in an IoT system is challenging due to the nature of the IoT systems themselves. In this paper, we propose a trust management framework that can improve access control mechanisms easing the decision making process under uncertainty. We introduce a well-defined trust model for IoT supporting attribute-based identity without the need for unique concrete identification of an entity. Finally, we develop a theoretical foundation for a trust model that can support our decision making work on access control in large-scale IoT systems.
面向物联网的信任管理框架设计
物联网(IoT)由大量实体(例如用户和设备)和通过通信基础设施连接的应用程序组成。在这种大规模和动态的系统中,根本的问题是一个实体是否可以安全地与另一个实体通信,如果可以,那么在多大程度上。在物联网中,实体必须经常在未知和不确定的情况下相互交互。因此,在这样的系统中,重要的是要包括能够通过克服这种不确定性来帮助这种相互作用的机制。我们认为,信任的概念可以帮助解决这些问题。信任机制允许实体决定是否与其他实体进行交互。然而,信任的概念在不同的语境中有着不同的含义。在动态物联网系统中建立信任的指标和方法的研究仍处于早期阶段。由于物联网系统本身的性质,在物联网系统中实现信任是具有挑战性的。在本文中,我们提出了一个信任管理框架,该框架可以改进访问控制机制,简化不确定情况下的决策过程。我们为物联网引入了一个定义良好的信任模型,支持基于属性的身份,而不需要实体的唯一具体标识。最后,我们开发了一个信任模型的理论基础,该模型可以支持我们在大规模物联网系统中访问控制的决策工作。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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