adversarial robustness

Robustness and Accuracy Could Be Reconcilable by (Proper) Definition ICML 2022 Robustness Certificates for Implicit Neural Networks: A Mixed Monotone Contractive Approach L4DC 2022 Robustness Certification of Visual Perception Models via Camera Motion Smoothing CoRL 2022 Robust Optimal Classification Trees against Adversarial Examples AAAI 2022 Robust Probabilistic Time Series Forecasting AISTATS 2022 Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks AISTATS 2022 RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining ACL 2022 RORL: Robust Offline Reinforcement Learning via Conservative Smoothing NeurIPS 2022 ROSE: Robust Selective Fine-tuning for Pre-trained Language Models EMNLP 2022 Self-Healing Robust Neural Networks via Closed-Loop Control JMLR 2022 Self-Joint Supervised Learning ICLR 2022 Semantically Distributed Robust Optimization for Vision-and-Language Inference ACL 2022 Semantic-Preserving Adversarial Code Comprehension COLING 2022 Semi-Implicit Hybrid Gradient Methods with Application to Adversarial Robustness AISTATS 2022 Shape Prior Guided Attack: Sparser Perturbations on 3D Point Clouds AAAI 2022 Sibylvariant Transformations for Robust Text Classification ACL 2022 Spectral Robustness for Correlation Clustering Reconstruction in Semi-Adversarial Models AISTATS 2022 Synergy-of-Experts: Collaborate to Improve Adversarial Robustness NeurIPS 2022 The King Is Naked: On the Notion of Robustness for Natural Language Processing AAAI 2022 The Unreasonable Effectiveness of Random Pruning: Return of the Most Naive Baseline for Sparse Training ICLR 2022 Threading the Needle of On and Off-Manifold Value Functions for Shapley Explanations AISTATS 2022 Toward Efficient Robust Training against Union of ℓ_p Threat Models NeurIPS 2022 Toward Robust Spiking Neural Network Against Adversarial Perturbation NeurIPS 2022 Towards Adversarially Robust Deep Image Denoising IJCAI 2022 Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples ACL 2022