Network intrusion detection technology based on convolutional neural network and bigru

HIGHLIGHTS

  • who: Bo Cao and colleagues from the School of Air and Missile Defense, Air Force Engineering University, Xi`an, China have published the Article: Network Intrusion Detection Technology Based on Convolutional Neural Network and BiGRU, in the Journal: Computational Intelligence and Neuroscience of 12/04/2022
  • what: In this paper the proposed model is evaluated on the UNSW_NB15 NSL-KDD and CIC-IDS2017 data sets with an accuracy of 85.55% 99.81% and 99.70% which is 1.25% 0.59% and 0.27% better than the same type model of CNN-GRU. In . . .

     

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