无线网络入侵检测中关联规则挖掘算法的改进

Ye Changguo, Zhang Qin, Zhou Jingwei, Wei Nianzhong, Zhu Xiaorong, Wang Tailei
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引用次数: 13

摘要

本文首先分析了无线网络入侵检测的方法,提出了一种基于关联规则挖掘的无线网络入侵检测算法。重点讨论了模糊关联规则在无线网络入侵检测中的应用,并给出了模糊关联规则算法的实现步骤。并通过实验与经典Apriori算法进行了比较分析。结果表明,利用模糊关联规则挖掘算法进行无线网络入侵检测是一种可行的方法。
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Improvement of Association Rules Mining Algorithm in Wireless Network Intrusion Detection
This paper, first analyzes the method of wireless network intrusion detection, presents a wireless network intrusion detection algorithm based on association rule mining. The application of fuzzy association rules in the wireless network intrusion detection is mainly discussed, and the steps to implement the algorithm are expressed. A comparative analysis with the classical algorithm Apriori is made by experiment. The results show that wireless network intrusion detecting using fuzzy association rules mining algorithm is a feasible method.
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