Residual Error: a New Performance Measure for Adversarial Robustness

Hossein Aboutalebi, Mohammad Javad Shafiee, Michelle Karg +2

Despite the significant advances in deep learning over the past decade, a major challenge that limits the wide-spread adoption of deep learning has been their fragility to adversar…