Research Article

Sequence Alignment with Dynamic Divisor Generation for Keystroke Dynamics Based User Authentication

Table 6

The average of equal error rates with the standard deviation of equal error rate (after plus-minus sign) by using different number of bins in both sequence alignment algorithm and SADD. The highest performance of the algorithms in appropriate number of the bins is in bold.

BinsDataset number 1Dataset number 2Dataset number 3
SADDSASADDSASADDSA

100.083 ± 0.0700.089 ± 0.0730.079 ± 0.0660.077 ± 0.0640.095 ± 0.0790.101 ± 0.082
200.076 ± 0.0600.084 ± 0.0610.078 ± 0.0600.079 ± 0.0530.082 ± 0.0620.087 ± 0.061
300.077 ± 0.0590.084 ± 0.0590.082 ± 0.0680.083 ± 0.0610.076 ± 0.0570.084 ± 0.060
400.077 ± 0.0600.086 ± 0.0610.082 ± 0.0670.087 ± 0.0620.079 ± 0.0590.084 ± 0.061
500.079 ± 0.0590.086 ± 0.0620.084 ± 0.0680.087 ± 0.0620.079 ± 0.0600.085 ± 0.063