Study on the Data Preprocessing in Intrusion Detection
Chen Xiao · 2006
In this paper,the problem of data preprocessing in Intrusion Detection is mainly discussed.A network secu- rity solution including data preproeessing sub-system is proposed with explaining its tasks.The method of formatting clustering elements is also given.Then an intrusion detection preprocessing algorithm based on Rough Clustering meth- od is presented with its implementation steps.In the end,a comparison between preprocessing and non-preprocessing is done to show that the algorithm is effective through running the same Intrusion Detection System.