Adversarial Robustness with Semi-Infinite Constrained Learning

Alexander Robey, Luiz F. O. Chamon, George J. Pappas +2

Despite strong performance in numerous applications, the fragility of deep learning to input perturbations has raised serious questions about its use in safety-critical domains. Wh…