Detection of Malicious Node in Wireless Sensor Network Based on Data Mining

M. Singh, G. Mehta, C. Vaid, P. Oberoi
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引用次数: 16

Abstract

The most attractive feature of sensor nodes is systematic collection of data and further transmitting the gathered data to a distant base station. The security parameter can be incurred if the data is transferred in sensitive areas like Defense, Health, Banking etc. However, the sensitivity of Wireless Sensor Networks makes them prone to attacks which lead to extraction or damage of data or information that flows between distinct nodes. The main objective of this paper is to construct an effective sensor security detection system which is adaptive to the behavioral changes of the nodes and the data flowing between various sensor nodes and hence detect the malicious node in our environment based on its skeptical behavior.
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基于数据挖掘的无线传感器网络恶意节点检测
传感器节点最吸引人的特点是系统地收集数据,并进一步将收集到的数据传输到远处的基站。如果在国防、卫生、银行等敏感领域传输数据,则可能产生安全参数。然而,无线传感器网络的敏感性使其容易受到攻击,从而导致在不同节点之间流动的数据或信息被提取或损坏。本文的主要目标是构建一个有效的传感器安全检测系统,该系统能够适应节点的行为变化和各个传感器节点之间的数据流动,从而根据其怀疑行为来检测我们环境中的恶意节点。
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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