Abstract Generative Adversarial Networks (GANs) have shown compelling results in various
tasks and applications in recent years. However, mode collapse remains a critical problem …

Deep convolutional neural network (CNN) based models are vulnerable to the adversarial
attacks. One of the possible reasons is that the embedding space of CNN based model is …

Biometric systems are vulnerable to presentation attacks (PAs) performed using various PA
instruments (PAIs). Even though there are numerous PA detection (PAD) techniques based …