分布式服务基础设施的灵活信任模型

Zhaoyu Liu, S. Yau, Dichao Peng, Yin Yin
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引用次数: 36

摘要

近年来,分布式服务基础设施(如移动自组织网络、P2P、PlanetLab和网格)的出现和快速增长。在这种分布式基础设施中,一个实体需要利用其他实体或基础设施提供的服务,其中信任是一个重要因素。当前的信任研究局限于具体应用,与系统的、可适应的、可定制的信任框架存在差距。当前研究的第一个限制是缺乏对特定于服务的信任特征的描述。第二个缺陷在于信任价值的评价公式的局限性。信任值公式通常是从特定的数学模型中得出的,并且可能不满足某些期望的性质。第三个限制是信任模型缺乏灵活性和适应性。本文提出了一个全面的信任模型来解决这些限制,并为分布式服务基础设施提供了一个基于信任的环境。仿真结果证明了该信任模型对各种攻击的鲁棒性。
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A Flexible Trust Model for Distributed Service Infrastructures
Recent years have witnessed the emergence and rapid growth of distributed service infrastructures such as mobile ad hoc networks, P2P, PlanetLab and Grids. In such distributed infrastructures, an entity needs to utilize the services provided by other entities or the infrastructures, where trust is an important factor. There exists a gap between current trust research focusing limitedly on specific applications and a systematic, adaptable and customizable trust framework. The first limitation of current research is the lack of characterizing service-specific trust features. The second limitation lies in the restricted evaluation formulae of trust values. The trust value formulae are usually drawn from a particular mathematical model and may not satisfy some desirable properties. The third limitation is the lack of flexibility and adaptability of trust models. In this paper a comprehensive trust model is presented to address these limitations and provide a trust-based environment for distributed service infrastructures. Our simulation results demonstrate the robustness of the trust model against various attacks.
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