GAN pretraining for deep convolutional autoencoders applied to Software-based Fingerprint Presentation Attack Detection

Tobias Rohrer, Jascha Kolberg

The need for reliable systems to determine fingerprint presentation attacks grows with the rising use of the fingerprint for authentication. This work presents a new approach to si…