Understanding the Decision Boundary of Deep Neural Networks: An Empirical Study

David Mickisch, Felix Assion, Florens Greßner +2

Despite achieving remarkable performance on many image classification tasks, state-of-the-art machine learning (ML) classifiers remain vulnerable to small input perturbations. Espe…