多客户端网络环境中信任传播的轻量级模型:经验在多大程度上重要?

M. Conrad, Timothy French, Wei Huang, C. Maple
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引用次数: 11

摘要

全球计算和普适系统应用的日益增长需要仔细考虑安全问题。特别是,电子社区的使用有所增加,其中不同实体之间存在许多关系。这种关系需要在实体之间建立信任,在这种多客户端环境中开发准确可靠的信任模型已经花费了大量的精力。其中许多模型都很复杂,不一定能保证给出准确的信任预测。在本文中,我们对其中一些模型进行了回顾,然后提出了一个简单的轻量级信任模型。该模型不需要估计大的参数集,也不需要对影响信任的参数做大的假设。
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A lightweight model of trust propagation in a multi-client network environment: to what extent does experience matter?
The increasing growth in the application of global computing and pervasive systems has necessitated careful consideration of security issues. In particular, there has been a growth in the use of electronic communities, in which there exist many relationships between different entities. Such relationships require establishing trust between entities and a great deal of effort has been expended in developing accurate and reliable models of trust in such multi-client environments. Many of these models are complex and not necessarily guaranteed to give accurate trust predictions. In this paper we present a review of some of these models before proposing a simple, lightweight model for trust. The proposed model does not require the estimation of a large parameter set, nor make great assumptions about the parameters that affect trust.
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