certified robustness

Hierarchical Randomized Smoothing NeurIPS 2023 Improving l1-Certified Robustness via Randomized Smoothing by Leveraging Box Constraints ICML 2023 Multi-scale Diffusion Denoised Smoothing NeurIPS 2023 On the Perils of Cascading Robust Classifiers ICLR 2023 Provable Adversarial Robustness for Group Equivariant Tasks: Graphs, Point Clouds, Molecules, and More NeurIPS 2023 Provable Defense Against Geometric Transformations ICLR 2023 Provable Robustness against Wasserstein Distribution Shifts via Input Randomization ICLR 2023 Robustness-Aware Word Embedding Improves Certified Robustness to Adversarial Word Substitutions ACL 2023 Robust Training of Neural Networks against Bias Field Perturbations AAAI 2023 RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion NeurIPS 2023 Run-off Election: Improved Provable Defense against Data Poisoning Attacks ICML 2023 Sound Randomized Smoothing in Floating-Point Arithmetic ICLR 2023 Towards better certified segmentation via diffusion models UAI 2023 Turning Strengths Into Weaknesses: A Certified Robustness Inspired Attack Framework Against Graph Neural Networks CVPR 2023 UniT: A Unified Look at Certified Robust Training against Text Adversarial Perturbation NeurIPS 2023 3DeformRS: Certifying Spatial Deformations on Point Clouds CVPR 2022 Accelerating Certified Robustness Training via Knowledge Transfer NeurIPS 2022 Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations ICLR 2022 Boosting the Certified Robustness of L-infinity Distance Nets ICLR 2022 CerDEQ: Certifiable Deep Equilibrium Model ICML 2022 Certified Adversarial Robustness Under the Bounded Support Set ICML 2022 Certified Neural Network Watermarks with Randomized Smoothing ICML 2022 Certified Patch Robustness via Smoothed Vision Transformers CVPR 2022 Certified Robustness for Deep Equilibrium Models via Interval Bound Propagation ICLR 2022 Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks AAAI 2022