The Improved K-Means Algorithm in Intrusion Detection System Research
Hong Bo Zhang, Yi Jiang · Advanced engineering forum · 2011
To improve the efficiency of Internet intrusion detection, data mining is adopted in intrusion detection. The paper introduces the concept of intrusion detection and k-means algorithm. For the defect of K-means algorithm, it proposes an improved K-means algorithm. Experiments show that the improved k-means algorithm can get a better detection rate.