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

Center Smoothing: Certified Robustness for Networks with Structured Outputs NIPS 2021
Improved, Deterministic Smoothing for L_1 Certified Robustness ICML 2021
Hidden Cost of Randomized Smoothing AISTATS 2021
Integer-Arithmetic-Only Certified Robustness for Quantized Neural Networks ICCV 2021
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training EMNLP 2021
Sequential Randomized Smoothing for Adversarially Robust Speech Recognition EMNLP 2021
SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness NIPS 2021
Completing the Picture: Randomized Smoothing Suffers from the Curse of Dimensionality for a Large Family of Distributions AISTATS 2021
How Robust Are Randomized Smoothing Based Defenses to Data Poisoning? CVPR 2021
Scalable Certified Segmentation via Randomized Smoothing ICML 2021
PointGuard: Provably Robust 3D Point Cloud Classification CVPR 2021
(De)Randomized Smoothing for Certifiable Defense against Patch Attacks NIPS 2020
SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions ACL 2020
Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized Smoothing for Graphs, Images and More ICML 2020
Individual Fairness Revisited: Transferring Techniques from Adversarial Robustness IJCAI 2020
Wasserstein Smoothing: Certified Robustness against Wasserstein Adversarial Attacks AISTATS 2020
Regularized Training and Tight Certification for Randomized Smoothed Classifier with Provable Robustness AAAI 2020
Robustness Certificates for Sparse Adversarial Attacks by Randomized Ablation AAAI 2020
A Game Theoretic Analysis of Additive Adversarial Attacks and Defenses NIPS 2020
Detection as Regression: Certified Object Detection with Median Smoothing NIPS 2020
Constructing a provably adversarially-robust classifier from a high accuracy one AISTATS 2020
Curse of Dimensionality on Randomized Smoothing for Certifiable Robustness ICML 2020
Randomized Smoothing of All Shapes and Sizes ICML 2020
Certifying Confidence via Randomized Smoothing NIPS 2020
A Simple and Efficient Smoothing Method for Faster Optimization and Local Exploration NIPS 2020