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Improved Weight Clustering Algorithm for IDS in Mobile Ad hoc Network

机译:Ad hoc网络中IDS的改进权重聚类算法。

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An IDS is a defense system that detects hostile activities in a network and then tries to prevent such activities that may compromise system security. This paper studies on IDS architecture and clustering algorithm, and proposes an improved weight clustering algorithm for IDS in MANET with considering node credibility, link stability and fairness in cluster head competition. By using this algorithm, the whole network can be divided into some subclusters and carries out an effective intrusion detection mechanism, which performs distributed detection in the whole network and centralized decision-making at local node. In addition, it can reduce the computation load and the amount of bandwidth which is extremely important for MANET due to limited bandwidth and low communication speed in MANET. The proposed algorithm is simulated via OPNET. Simulation results show that IWCA has better adaptability for MANET than other relative protocols, and be suitable for IDS in MANET.
机译:ID是一种防御系统,可检测网络中的敌意活动,然后尝试防止此类活动可能会损害系统安全性。本文关于IDS架构和聚类算法的研究,并提出了一种考虑节点可信度,链路稳定性和集群头竞争中的掌握IDS重量聚类算法。通过使用该算法,整个网络可以被分成一些子平整型器,并执行有效的入侵检测机制,该机制在整个网络中执行分布式检测,并在本地节点处集中决策。此外,由于漫长的带宽和低通信速度,它可以减少计算负荷和带宽的带宽量,这对于船尾有限和低通信速度来说是极其重要的。所提出的算法通过OPNET进行模拟。仿真结果表明,IWCA对MARET具有比其他相对协议更好的适应性,并且适用于MANET中的ID。

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