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.
翻译:新兴的无处不在和普遍的计算趋势旨在将手表、智能电话、家用视频系统、自动焦距照相机、智能车辆、乐器、厨房电器等日常装置与微处理器嵌入并传授给它们无线通信能力。这种先进的计算模式,又称物联网或网络物理计算,导致互联网和计算机在任何地方和任何地方使用任何装置和位置出现。在对无休止的互联网公用设施的进化弧度、深度和广度给予最大赞赏和适当考虑的情况下,同样有必要设想互联网的自由和无处不在的可用性所带来的安全和数据保密挑战。本文分析了计算情报技术在设计适应和认知入侵探测系统方面的作用,这些系统能够有效地检测恶意网络活动,并提出设计无线网络智能入侵探测系统的新的三级结构。