Association Rules Algorithm of Intrusion Record Based on Cluster Matrixes
Xiaoling Wang · Jisuanji gongcheng · 2010
Through the method of association rules is analyzed,an improved algorithm in association rules of the intrusion detection record based on Cluster Matrixes(CM) is put forward.The algorithm can get the new frequent itemsets through searching the updated data once again,when the database and the minimum support degree are changed.Studies and analysis of the algorithm show that it can not only scan the database once,but also has the virtues in high-speed producing frequent k-itemsets,less time cost.And it improves the efficiency of the association mining,can fulfill the request of the real time system and apply to intrusion detection system.