Evaluating Adversarial Robustness with Expected Viable Performance

R McCoppin, C Dawson, SM Kennedy… - … on Machine Learning …, 2023 - ieeexplore.ieee.org
We introduce a metric for evaluating the robustness of a classifier, with particular attention to
adversarial perturbations, in terms of expected functionality with respect to possible …