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Table 9 Accuracy and parameters of different methods on UNSW-NB15

From: Network security situation prediction based on feature separation and dual attention mechanism

Method

Accuracy (Tst)

Params

 

Mean (%)

Max (%)

Min (%)

 

FSDAM + GRU

92.944

92.956

92.933

50,213

one-hot + DAM + GRU

92.941

92.948

92.932

70,720