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Intelligent Intrusion Detection System in Wireless Sensor Network

机译:无线传感器网络中的智能入侵检测系统

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摘要

Wireless Sensor Networks (WSN) are formed with small tiny nodes which are sometime densely deployed in open and unprotected environment. In many applications particularly in the military applications WSNs are of interest to adversaries and they are susceptible to different types of attack. Though preventive measures are applied to protect against attacks but some attacks cannot be prevented using known preventive measure. Preventing the intruder from causing damage to the network, the intrusion detection system (IDS) can acquire information related to the attack techniques and helps to develop a preventing system. In this paper we propose an intelligent IDS algorithm and we also simulate our algorithm in castellia simulator. Our simulation results show different scenarios such as the attack period Vs packet dropped and attack period vs packet received. We have seen that under attack our IDS potentially improve the performance of the network in both cases.
机译:无线传感器网络(WSN)形成有小小的节点,这些小节点在打开和未受保护的环境中密集地部署。在许多应用中,特别是在军事应用中,WSNS对敌人感兴趣,并且它们易于不同类型的攻击。虽然适用预防措施以防止攻击,但使用已知的预防措施,无法防止一些攻击。防止入侵者对网络造成损坏,入侵检测系统(IDS)可以获取与攻击技术相关的信息,并有助于开发防止系统。在本文中,我们提出了一种智能IDS算法,我们还在Castellia Simulator中模拟了我们的算法。我们的仿真结果显示了不同的场景,如攻击时期VS数据包丢弃和攻击时期接收的数据包。我们已经看到,在攻击下,我们的IDS可能会在这两种情况下提高网络的性能。

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