Optimizing the Adversarial Perturbation with a Momentum-based Adaptive Matrix

Wei Tao, Sheng Long, Xin Liu +2

Generating adversarial examples (AEs) can be formulated as an optimization problem. Among various optimization-based attacks, the gradient-based PGD and the momentum-based MI-FGSM…