Application of Data Mining in the Classification of IDS
Shiyao Jin · Journal of Institute of Command and Technology · 2003
Data mining techniques can be applied to IDSs from many aspects. We can find out the advantage and disadvantage of data mining, and propose new ideas to improve and develop IDSs by reasonable classification. In this paper, we introduce some data mining algorithms application to IDS. Then we present a classification method of IDS based on data mining, and describe the process of each method. Finally we propose a IDS based on log mining and demonstrate its feasibility.