2022
Evaluating the Adversarial Robustness of Adaptive Test-time Defenses
ICML 2022spotlight
Adaptive defenses, which optimize at test time, promise to improve adversarial robustness. We categorize such adaptive test-time defenses, explain their potential benefits and drawbacks, and evaluate a representative variety of the latest adaptive defenses for image classification. Unfortunately, no…