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Research of the Network Intrusion Detection Based on Fuzzy Clustering
基于模糊C均值聚类的网络入侵检测算法

Keywords: Intrusion detection,Clustering analysis,Fuzzy c-means clustering algorithm
模糊C均值聚类
,入侵检测,网络安全,检测算法,KDD-99数据集

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Abstract:

The intrusion detection become the second floor defense line of the network security. Analyze to the char- acteristic of the intrusion detection technique for newly and unknown attack,and brings forward algorithm of Network Intrusion Detection based on Fuzzy C-means Clustering. The result of simulations run on the KDD-99 datasets show the feasible,efficient and extensible for unknown intrusion detection,and increase detection rate of the clustering de- tection and decrease the false alarms rate.

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