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A fast network intrusion detection system using adaptive synthetic oversampling and LightGBM

Liu, JM; Gao, YB; Hu, FJ

Gao, YB (corresponding author), Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Peoples R China.

COMPUTERS & SECURITY, 2021; 106 ():

Abstract

Network intrusion detection systems play an important role in protecting the network from attacks. However, Existing network intrusion data is imbalan......

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