Anomaly Detection in Face Anti-spoofing: Algorithms, Training Set Construction, and Bias Analysis.

Face recognition is a mature and trustworthy method for identifying individuals. Thanks to the availability of high-definition cameras and accompanying devices, this particular biometric recognition modality is widely regarded as the fastest and least obtrusive option. Despite advancements in face recognition systems, it has been discovered that successful spoofing attempts are still possible. Var…