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WiFi Intrusion Detection and Prevention Systems Analyzing: A Game Theoretical Perspective

机译:WiFi入侵检测与防御系统分析:博弈论的视角

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摘要

WiFi is the de-facto wireless standard which suffers from a significant security vulnerability. Indeed, the WiFi management frames are not sent via an encrypted channel. However, many studies have been conducted to face this issue, but, preparing a comprehensive model for assessing the performance of these systems under different conditions is a research gap. In this paper, we propose an Abstract WIDPS with a useful but straightforward response function in confronting management frames transferring in an insecure channel. Indeed, we model the interaction between the entities involved in the problem based on game theory and propose a performance evaluation method for WIDPS depending on the network application context and the importance of confidentiality, integrity, and availability as the three principles of information security. This model provides an innovative solution for WIDPS qualitative classification. Finally, we evaluate the proposed method in several different samples, which obtains efficient results for classification and tuning of WIDPSs.
机译:WiFi是事实上的无线标准,它存在严重的安全漏洞。实际上,WiFi管理帧不是通过加密通道发送的。但是,已经针对此问题进行了许多研究,但是,准备一个用于评估这些系统在不同条件下的性能的综合模型是一个研究空白。在本文中,我们提出了一种抽象的WIDPS,它具有有用的但简单的响应功能,可以应对不安全通道中传输的管理帧。确实,我们基于博弈论对问题实体之间的交互进行了建模,并根据网络应用环境以及作为信息安全三项原则的机密性,完整性和可用性的重要性,提出了一种针对WIDPS的性能评估方法。该模型为WIDPS定性分类提供了创新的解决方案。最后,我们在几个不同的样本中评估了所提出的方法,该方法为WIDPS的分类和调整获得了有效的结果。

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