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Computational Intelligence based Intrusion Detection Systems for Wireless Communication
arXiv - CS - Networking and Internet Architecture Pub Date : 2021-04-22 , DOI: arxiv-2105.03204
Abhishek Gupta, Om Jee Pandey, Mahendra Shukla, Anjali Dadhich, Samar Mathur, Anup Ingle

The emerging trend of ubiquitous and pervasive computing aims at embedding everyday devices such as wristwatches, smart phones, home video systems, autofocus cameras, intelligent vehicles, musical instruments, kitchen appliances etc. with microprocessors and imparts them with wireless communication capability. This advanced computing paradigm, also known as the Internet of Things or cyber-physical computing, leads internet and computing to appear everywhere and anywhere using any device and location. With maximum appreciation and due regards to the evolutionary arc, depth and scope of ceaseless internet utilities, it is equally necessary to envisage the security and data confidentiality challenges posed by the free and ubiquitous availability of internet. This paper analyses the role of computational intelligence techniques to design adaptive and cognitive intrusion detection systems that can efficiently detect malicious network activities and proposes novel three-tier architecture for designing intelligent intrusion detection systems for wireless networks.

中文翻译:

基于计算智能的无线通信入侵检测系统

普适计算的新兴趋势旨在将日常设备(如手表,智能电话,家庭视频系统,自动对焦相机,智能车辆,乐器,厨房用具等)与微处理器嵌入在一起,并赋予它们无线通信功能。这种先进的计算范例,也称为物联网或网络物理计算,使互联网和计算可以使用任何设备和位置在任何地方和任何地方出现。有了最大的赞赏并充分考虑了不断发展的互联网实用程序的发展弧度,深度和范围,同样有必要设想互联网的自由和无处不在所带来的安全性和数据机密性挑战。
更新日期:2021-05-10
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