Table 3 FAR in different scenarios
From: Making a good thing better: enhancing password/PIN-based user authentication with smartwatch
keyboard (improved) | keypad (improved) | imitation I (keyboard) | imitation I (keypad) | imitation II (keyboard) | imitation II (keypad) | |
|---|---|---|---|---|---|---|
SVM | 0.43% | 0.28% | 1.5% | 0.47% | 1.3% | 0.63% |
k-NN | 0.67% | 0.48% | 2.2% | 0.83% | 1.9% | 0.80% |
BDT | 0.12% | 0.16% | 0.21% | 0.15% | 0.24% | 0.47% |
Naive Bayes | 0.21% | 0.26% | 1.2% | 0.78% | 0.78% | 1.0% |
DAC | 0.14% | 0.14% | 0.17% | 0.15% | 0.08% | 0.04% |
LSTM | 0.17% | 0.19% | 0.58% | 0.49% | 0.57% | 0.73% |