iProov has demonstrated that a readily available generative AI face-swapping tool could be used to evade biometric liveness detection software and perform injection attacks, endangering remote ...

Abstract: Deep neural networks are increasingly used in image processing tasks. However, deep learning models often show vulnerability when facing adversarial attacks. Active defense is an important ...

Abstract: This research analysis reviews the latest developments in advanced Generative Adversarial Networks (GANs) picture synthesis with focus on enhancements aimed to create high-quality synthetic ...