SnapUnlock: A Contrastive Learning-Based Contactless Authentication via Heterogeneous Sensors

Figure 1

SnapUnlock leverages both the acoustic and motion sensors of a smartwatch to extract acoustic and hand motion features while the user snaps her/his fingers. These features are inputted into a classifier for user authentication. Based on the results of the classification, the target device will decide whether to unlock.