Research of intrusion detection system dataset-KDD CUP99
Jia Lei · Jisuanji gongcheng yu sheji · 2010
To evaluate the performance of the various intrusion detection algorithms effectively,the necessary features of intrusion de-tection dataset are presented.The structures and features of two important intrusion detection datasets are analyzed including MIT Lincoln Labs intrusion detection dataset and KDD CUP99 intrusion detection dataset formed based on the former.All kinds of attack types and their detailed distribution,feature classes of each connection,the meaning of each feature,which are included in KDD CUP99 training dataset and testing dataset,are detailedly analyzed,and the usage of the KDD CUP99 dataset is also explained.Finally,the existing problem and improving direction for KDD CUP99 dataset are pointed out.