Department of Artiﬁcial Intelligence, Inha University; Vector Institute for Artiﬁcial Intelligence; Kim Jaechul Graduate School of AI, KAIST; School of Electrical Engineering, KAIST; Kakao Enterprise
Jongheon Jeong, Sejun Park, Minkyu Kim, Heung-Chang Lee, Do-Guk Kim, Jinwoo Shin
randomized smoothing;mixup;adversarial robustness;certified defense;adversarial defense;confidence calibration
SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness