Stop Walking in Circles! Bailing Out Early in Projected Gradient Descent

Philip Doldo, Derek Everett, Amol Khanna +2

Projected Gradient Descent (PGD) under the $L_{\infty }$ ball has become one of the defacto methods used in adversarial robustness evaluation for computer vision (CV) due to its relia…