Certified Adversarial Robustness Within Multiple Perturbation Bounds

Soumalya Nandi, Sravanti Addepalli, Harsh Rangwani +1

Randomized smoothing (RS) is a well known certified defense against adversarial attacks, which creates a smoothed classifier by predicting the most likely class under random noise…