使用基于qre的游戏模型创造更好的IDS

M. J. Kumar, B. Rao, N. Sai, S. S. Kumar
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引用次数: 2

摘要

WSN是一种大规模的自组织网络,具有足够的可访问性,包括通信应用的所有范围,如医疗保健,家庭计算机化,远程感知,障碍识别等。WSN由大量的小型执行器组成,这些执行器位于较好的地方,费用最低,设置简单,受限于有限的能源资产,计算限制和内存大小。无线传感器网络由于其自身的局限性、广播性和无人值守的特点,面临着诸多安全隐患。为了有效地保护wsn免受安全威胁,许多发行版都提出了各种IDS方案。为了解决这一问题,本文对不同的IDS系统进行了研究,并从它们的特点和不足来分析它们的有效性。本文利用博弈假设和人工智能感知各种攻击,构思并执行障碍确认结构。通过博弈论的组织和应用,将IDS理想地应用于WSN中。游戏模型是通过描述参与者和区分框架来组织的。利用QRE考虑博弈假设,以理想的方式选择阻抗区域的系统。此外,这些障碍被分配为否认关联攻击,等级攻击或表达发送攻击,尽可能利用监督人工智能程序主题和规则。结果表明,该方法对入侵检测系统的整体利用率较高,具有良好的区域利用率
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Using QRE-based Game Model for better IDS
WSN is a large-scale ad hoc network with the property of sufficient accessibility, including the all extents of correspondence applications, similar to medical care, home computerization, far off perceptions, snags recognition, and so forth WSN comprises of gigantic measure of small actuators, situated on better places which have minimal expense and simple establishment with limitations of restricted energy assets, computational limit and memory size. WSN is presented to numerous security dangers because of its restrictions, broadcast nature and unattended climate. Numerous distributions have proposed various IDS plans to effectively safeguard WSNs against security dangers. To conquer this issue, the proposed paper examines distinctive proposed IDS systems and analyzes them to survey the effectiveness from their qualities and shortcomings. In this paper, obstruction affirmation structure is masterminded and executed utilizing game hypothesis and AI to perceive various assaults. Game theory is organized and used to apply the IDS ideally in WSN. The game model is organized by depicting the players and the differentiating frameworks. QRE considered game hypothesis is utilized to pick the systems in ideal manner for the impedance's region. Further, these obstructions are assigned disavowing of association assault, rank assault or express sending assaults utilizing oversaw AI procedure subject as far as possible and rules. Results show that the entirety of the assaults are seen with commendable region rate and the proposed approach gives ideal utilization of IDS
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