Paper of Randomized smoothing

Certified robustness to adversarial examples with differential privacy, 2018
Certified Adversarial Robustness with Additive Noise, 2019
Certified Adversarial Robustness via Randomized Smoothing, 2019
Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers, 2019
Rethinking Randomized Smoothing for Adversarial Robustness, 2020
Extensions and limitations of randomized smoothing for robustness guarantees, 2020
Curse of Dimensionality on Randomized Smoothing for Certifiable Robustness, 2020
Randomized Smoothing of All Shapes and Sizes, 2020
Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized Smoothing for Graphs, Images and More, 2020
Scalable Differential Privacy with Certified Robustness in Adversarial Learning, 2020
Certified Robustness to Label-Flipping Attacks via Randomized Smoothing, 2020

Paper list