Vincent Frey

Securing Smartphone Handwritten Pin Codes with Recurrent Neural Networks

This paper investigates the use of recurrent neural networks to secure PIN code based authentication on smartphones, in a scenario where the user is invited to draw digits on the touchscreen. From the sequence of successive positions of the users finger on the touchscreen, a bidirectional recurrent…