Fingerprint-Antispoofing-Domain-Adaptation-and-Adversarial-Learning Fingerprint Antispoofing/PAD (forgery detection) with deep learning. CNNreg - CNN regularized with adversarial training and transfer learning II-GAN - GAN that modify fake fingerprints