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Table 5 The effects of different neural networks on classifiers performance

From: TKCA: a timely keystroke-based continuous user authentication with short keystroke sequence in uncontrolled settings

Model

FRR (%)

iFAR (%)

eFAR (%)

ACC (%)

ANN

17.03

19.98

21.62

81.08

CNN

15.26

17.81

19.91

82.94

LSTM

12.95

15.47

18.43

85.04

Bi-RNN

14.39

17.00

19.64

83.64

Bi-GRU

13.02

15.07

17.89

85.24

Bi-LSTM

12.48

14.58

17.53

85.73