Face recognition systems are increasingly being used in different applications. In such
systems, some features (also known as embeddings or templates) are extracted from each …

In this article, we comprehensively evaluate the vulnerability of state-of-the-art face
recognition systems to template inversion attacks using 3D face reconstruction. We propose …

Advances in deep learning and convolutional neural networks (ConvNets) have driven
remarkable face recognition (FR) progress recently. However, the black-box nature of …

In this paper, we use synthetic data and propose a new method for template inversion
attacks against face recognition systems. We use synthetic data to train a face reconstruction …

In this paper, we use synthetic data and propose a new method to reconstruct high-
resolution face images from facial templates in a template inversion attack against face …

Recent works have demonstrated the feasibility of inverting face recognition systems,
enabling to recover convincing face images using only their embeddings. We leverage such …

As biometric recognition systems become more extensively relied upon at international
borders and in consumer electronics, PAs are becoming an increasingly serious issue. A …