conftrace_

randomized smoothing

87 papers

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Also known as

RS

Co-occurring keywords

certified robustness (116) adversarial robustness (1341) adversarial defense (325) robustness certification (47) neural network (6616) certified defense (34) adversarial attack (1621) adversarial perturbation (384) adversarial training (1262) robustness certificate (12)

Papers

Consistency Regularization for Certified Robustness of Smoothed Classifiers NIPS 2020
Black-Box Certification with Randomized Smoothing: A Functional Optimization Based Framework NIPS 2020
Certified Defense to Image Transformations via Randomized Smoothing NIPS 2020
Denoised Smoothing: A Provable Defense for Pretrained Classifiers NIPS 2020
Higher-Order Certification For Randomized Smoothing NIPS 2020
Adversarial robustness via robust low rank representations NIPS 2020
Certified Robustness to Label-Flipping Attacks via Randomized Smoothing ICML 2020
Unlabeled Data Improves Adversarial Robustness NIPS 2019
Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers NIPS 2019
Tight Certificates of Adversarial Robustness for Randomly Smoothed Classifiers NIPS 2019
Certified Adversarial Robustness via Randomized Smoothing ICML 2019
Optimal Algorithms for Non-Smooth Distributed Optimization in Networks NIPS 2018