Explainable Adversarial Attacks in Deep Neural Networks Using Activation Profiles

Gabriel D. Cantareira, Rodrigo F. Mello, Fernando V. Paulovich

As neural networks become the tool of choice to solve an increasing variety of problems in our society, adversarial attacks become critical. The possibility of generating data inst…