A comparative analysis of undersampling techniques for network intrusion detection systems design

Abstract

… Techniques for Network Intrusion Detection … in an ideal scenario, training time, testing, and the computational load of processing for intrusion detection must be … [11] used the NSL-KDD database to evaluate Siamese Neural Network to deal with the imbalance problem in intrusion …