Debayan Deb

FaceGuard: A Self-Supervised Defense Against Adversarial Face Images

2023

Prevailing defense schemes against adversarial face images tend to overfit to the perturbations in the training set and fail to generalize to unseen adversarial attacks. We propose a new self-supervised adversarial defense framework, namely FaceGuard, …