SwipeFormer: Transformers for mobile touchscreen biometrics

• Published in: Expert systems with applications Vol. 237; p. 121537
• Main Authors: Delgado-Santos, Paula, Tolosana, Ruben, Guest, Richard, Lamb, Parker, Khmelnitsky, Andrei, Coughlan, Colm, Fierrez, Julian
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.03.2024
• Subjects: Behavioural biometrics; Deep learning; Mobile devices; Swipe verification; Touchscreen; Transformers; Touchscreen; Deep learning; Transformers; Mobile devices; Swipe verification; Behavioural biometrics

The growing number of mobile devices over the past few years brings a large amount of personal information, which needs to be properly protected. As a result, several mobile authentication methods have been developed. In particular, behavioural biometrics has become one of the most relevant methods...