The Effectiveness of Sampling Methods for the Imbalanced Network Intrusion Detection Data Set

Kok-Chin Khor, Choo-Yee Ting, Somnuk Phon-Amnuaisuk. The Effectiveness of Sampling Methods for the Imbalanced Network Intrusion Detection Data Set. In Tutut Herawan, Rozaida Ghazali, Mustafa Mat Deris, editors, Recent Advances on Soft Computing and Data Mining - Proceedings of The First International Conference on Soft Computing and Data Mining (SCDM-2014) Universiti Tun Hussein Onn Malaysia, Johor, Malaysia, June 16th-18th, 2014. Volume 287 of Advances in Intelligent Systems and Computing, pages 613-622, Springer, 2014. [doi]

Abstract

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