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Mathematical Modelling of Trust Issues in Federated Identity Management

机译:联合身份管理中信任问题的数学建模

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With the absence of physical evidence, the concept of trust plays a crucial role in the proliferation and popularisation of online services. In fact, trust is the inherent quality that binds together all involved entities and provides the underlying confidence that allows them to interact in an online setting. The concept of Federated Identity Management (FIM) has been introduced with the aim of allowing users to access online services in a secure and privacy-friendly way and has gained considerable popularities in recent years. Being a technology targeted for online services, FIM is also bound by a set of trust requirements. Even though there have been numerous studies on the mathematical representation, modelling and analysis of trust issues in online services, a comprehensive study focusing on the mathematical modelling and analysis of trust issues in FIM is still absent. In this paper we aim to address this issue by presenting a mathematical framework to model trust issues in FIM. We show how our framework can help to represent complex trust issues in a convenient way and how it can be used to analyse and calculate trust among different entities qualitatively as well as quantitatively.
机译:在没有物理证据的情况下,信任的概念在在线服务的扩散和普及中起着至关重要的作用。实际上,信任是将所有相关实体绑定在一起的内在品质,并提供了使他们在在线环境中进行交互的潜在信心。引入了联合身份管理(FIM)的概念,其目的是允许用户以安全且隐私友好的方式访问在线服务,并且近年来获得了相当大的普及。作为针对在线服务的技术,FIM还受到一系列信任要求的约束。尽管对在线服务中信任问题的数学表示,建模和分析进行了大量研究,但仍缺乏针对FIM中信任问题的数学建模和分析的全面研究。在本文中,我们旨在通过提供一个数学框架来建模FIM中的信任问题来解决此问题。我们将展示我们的框架如何以便捷的方式帮助代表复杂的信任问题,以及如何将其用于定性和定量地分析和计算不同实体之间的信任。

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