Analyzing Accuracy Loss in Randomized Smoothing Defenses

Yue Gao, Harrison Rosenberg, Kassem Fawaz +2

Recent advances in machine learning (ML) algorithms, especially deep neural networks (DNNs), have demonstrated remarkable success (sometimes exceeding human-level performance) on s…