Research Article
A Robust Continuous Authentication System Using Smartphone Sensors and Wasserstein Generative Adversarial Networks
Table 6
Comparing with other existing methods.
| | Methods | Data sources | Results |
| | SensorCA [14] | Accelerometer, gyroscope, and magnetometer | EER: 3.70% (SVM-RBF) | | SensorAuth [16] | Accelerometer and gyroscope | EER: 6.29% | | CWGAN [26] | Accelerometer, gyroscope, and magnetometer | EER: 3.72% | | Our method | Accelerometer, gyroscope, and magnetometer | EER: 3.68% (OCSVM) | | HMOG [7] | Accelerometer, gyroscope, and magnetometer | EER: 7.16% (walking) and 10.05% (sitting) |
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