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Application of game theory for dynamic access control in security systems

机译:博弈论在安全系统动态访问控制中的应用

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摘要

Access control is a core security technology that has been widely used in computer systems and networks. In access control, an object wants to make sure that a subject makes honest access and the subject hopes that access requests will receive permissions from the object. In this paper, we model access control as a repeated game between subject and object and apply game theory to authorise access requests. The purpose is to make honest access to seek more payoffs for subject from the access. The ultimate goal of applying the game theory to access control is to discourage dishonest access from subject so that we can improve the effectiveness of access control, which is achieved through deriving the conditions that would lead to Nash equilibrium. We also perform some experiments to demonstrate the effectiveness of our game-theory-based access control and show its advantages over traditional access control models as well.
机译:访问控制是一种已在计算机系统和网络中广泛使用的核心安全技术。在访问控制中,对象希望确保主体进行诚实的访问,并且该主体希望访问请求将获得该对象的许可。在本文中,我们将访问控制建模为主题和对象之间的重复博弈,并应用博弈论来授权访问请求。目的是使诚实的访问从访问中为主题寻求更多收益。将博弈论应用于访问控制的最终目标是阻止不诚实的访问,从而我们可以提高访问控制的有效性,这是通过推导导致纳什均衡的条件来实现的。我们还进行了一些实验,以证明我们基于游戏理论的访问控制的有效性,并显示其优于传统访问控制模型的优势。

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