State-of-the-art face recognition systems are based on deep (convolutional) neural
networks. Therefore, it is imperative to determine to what extent face templates derived from …

It has been shown that face images can be reconstructed from their representations
(templates). We propose a randomized CNN to generate protected face biometric templates …

Deep neural networks are increasingly employed to create adversarial face images, aiming
to deceive face recognition systems. While the majority of studies concentrate on digital …

Biometric systems are seeing increasing use, from daily entertainment to critical applications
such as security access and identity management. Biometric systems should thus meet the …