randomized smoothing

Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing ICLR 2024 Non-vacuous Generalization Bounds for Adversarial Risk in Stochastic Neural Networks AISTATS 2024 Provable Robustness against a Union of L_0 Adversarial Attacks AAAI 2024 Provably Robust Conformal Prediction with Improved Efficiency ICLR 2024 The Lipschitz-Variance-Margin Tradeoff for Enhanced Randomized Smoothing ICLR 2024 Towards Large Certified Radius in Randomized Smoothing Using Quasiconcave Optimization AAAI 2024 Treatment of Statistical Estimation Problems in Randomized Smoothing for Adversarial Robustness NeurIPS 2024 Universal Robustness via Median Randomized Smoothing for Real-World Super-Resolution CVPR 2024 Confidence-Aware Training of Smoothed Classifiers for Certified Robustness AAAI 2023 DE-CROP: Data-Efficient Certified Robustness for Pretrained Classifiers WACV 2023 Defending against Adversarial Audio via Diffusion Model ICLR 2023 Hierarchical Randomized Smoothing NeurIPS 2023 Improving l1-Certified Robustness via Randomized Smoothing by Leveraging Box Constraints ICML 2023 Localized Randomized Smoothing for Collective Robustness Certification ICLR 2023 Multi-scale Diffusion Denoised Smoothing NeurIPS 2023 On Explaining Neural Network Robustness with Activation Path ICLR 2023 Provable Adversarial Robustness for Group Equivariant Tasks: Graphs, Point Clouds, Molecules, and More NeurIPS 2023 RANCER: Non-Axis Aligned Anisotropic Certification With Randomized Smoothing WACV 2023 Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications ACL 2023 Robust Multivariate Time-Series Forecasting: Adversarial Attacks and Defense Mechanisms ICLR 2023 RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion NeurIPS 2023 Sound Randomized Smoothing in Floating-Point Arithmetic ICLR 2023 Sparse Training with Lipschitz Continuous Loss Functions and a Weighted Group L0-norm Constraint JMLR 2023 Structure-aware robustness certificates for graph classification UAI 2023 Towards better certified segmentation via diffusion models UAI 2023