Study and Analysis of Various Intrusion Detection Techniques in Wireless Sensor Networks

Srividya Putty, N. Lavadya, N. A
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引用次数: 2

Abstract

Over the past years, Wireless Sensor Networks has gained significance in real world applications such as Traffic Surveillance, Health care, military and Environmental Phenomena such as Wildlife, pollution, Water Quality Evaluation etc. Even though the WSNs have more prominent features, due to the lack of a centralized monitoring system, the node of WSN is exposed to various security attacks. Hence to run the WSN in a secure manner, there is necessity to detect any kind of intruder through which the network or information can get affected. In this paper, a detailed survey is about the earlier developed Intrusion Detection Approaches in WSNs. Initially, a brief overview about the working mechanism and the possible Intrusion Detection models (Rule based and Anomaly based) are presented. Secondly, a brief overview is given about various security attacks and the possible countermeasures. Thirdly, a detailed survey is presented about the earlier proposed Intrusion detection approaches followed by a comparison of each method. Finally, the possible future directions are suggested towards which the research can be extended.
无线传感器网络中各种入侵检测技术的研究与分析
在过去的几年里,无线传感器网络在交通监控、医疗保健、军事和环境现象(如野生动物、污染、水质评估等)等现实世界的应用中取得了重要的意义。尽管无线传感器网络具有更加突出的特点,但由于缺乏集中的监控系统,无线传感器网络的节点容易受到各种安全攻击。因此,要使无线传感器网络安全运行,就必须检测各种可能影响网络或信息的入侵者。本文对近年来发展起来的入侵检测方法进行了详细的综述。首先,简要介绍了入侵检测的工作机制和可能的入侵检测模型(基于规则和基于异常)。其次,简要概述了各种安全攻击和可能的对策。第三,详细介绍了之前提出的入侵检测方法,并对每种方法进行了比较。最后,提出了今后可能的研究方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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