Alternating Objectives Generates Stronger PGD-Based Adversarial Attacks

Nikolaos Antoniou, Efthymios Georgiou, Alexandros Potamianos

Designing powerful adversarial attacks is of paramount importance for the evaluation of ${\ell }_p$-bounded adversarial defenses. Projected Gradient Descent (PGD) is one of the most e…