randomized smoothing

Average Certified Radius is a Poor Metric for Randomized Smoothing ICML 2025 Bridging the Theoretical Gap in Randomized Smoothing AISTATS 2025 Certification of Speaker Recognition Models to Additive Perturbations AAAI 2025 Certified Trustworthiness in the Era of Large Language Models AAAI 2025 Certifying Language Model Robustness with Fuzzed Randomized Smoothing: An Efficient Defense Against Backdoor Attacks ICLR 2025 COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems Against Semantic Attacks AAAI 2025 Differentially private algorithms for linear queries via stochastic convex optimization AISTATS 2025 Distributional Adversarial Loss AISTATS 2025 Pixel-level Certified Explanations via Randomized Smoothing ICML 2025 Provably Cost-Sensitive Adversarial Defense via Randomized Smoothing ICML 2025 Randomized Smoothing Meets Vision-Language Models EMNLP 2025 Robust Representation Consistency Model via Contrastive Denoising ICLR 2025 Adaptive Hierarchical Certification for Segmentation using Randomized Smoothing ICML 2024 Adaptive Randomized Smoothing: Certified Adversarial Robustness for Multi-Step Defences NeurIPS 2024 Advancing the Robustness of Large Language Models through Self-Denoised Smoothing NAACL 2024 An Online Optimization Perspective on First-Order and Zero-Order Decentralized Nonsmooth Nonconvex Stochastic Optimization ICML 2024 CERT-ED: Certifiably Robust Text Classification for Edit Distance EMNLP 2024 Certified Adversarial Robustness for Rate Encoded Spiking Neural Networks ICLR 2024 Certified Adversarial Robustness via Randomized α-Smoothing for Regression Models NeurIPS 2024 Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing NeurIPS 2024 CROWD: Certified Robustness via Weight Distribution for Smoothed Classifiers against Backdoor Attack EMNLP 2024 DRF: Improving Certified Robustness via Distributional Robustness Framework AAAI 2024 Effects of Exponential Gaussian Distribution on (Double Sampling) Randomized Smoothing ICML 2024 Guaranteeing Robustness Against Real-World Perturbations In Time Series Classification Using Conformalized Randomized Smoothing UAI 2024 Incremental Randomized Smoothing Certification ICLR 2024