Adversarial Learning

DSRM: Boost Textual Adversarial Training with Distribution Shift Risk Minimization ACL 2023 Dual-Bridging With Adversarial Noise Generation for Domain Adaptive rPPG Estimation CVPR 2023 Dual Student Networks for Data-Free Model Stealing ICLR 2023 Dynamic Generative Targeted Attacks With Pattern Injection CVPR 2023 Edges to Shapes to Concepts: Adversarial Augmentation for Robust Vision CVPR 2023 Effective Targeted Attacks for Adversarial Self-Supervised Learning NeurIPS 2023 Effects of Human Adversarial and Affable Samples on BERT Generalization EMNLP 2023 Efficient Adversarial Attacks on Online Multi-agent Reinforcement Learning NeurIPS 2023 Efficient Adversarial Contrastive Learning via Robustness-Aware Coreset Selection NeurIPS 2023 Efficient Loss Function by Minimizing the Detrimental Effect of Floating-Point Errors on Gradient-Based Attacks CVPR 2023 Efficient Testable Learning of Halfspaces with Adversarial Label Noise NeurIPS 2023 Eliminating Adversarial Noise via Information Discard and Robust Representation Restoration ICML 2023 Eliminating Catastrophic Overfitting Via Abnormal Adversarial Examples Regularization NeurIPS 2023 End-to-end Adversarial Sample Generation for Data Augmentation EMNLP 2023 Enhanced Training Methods for Multiple Languages ACL 2023 Enhancing Adversarial Contrastive Learning via Adversarial Invariant Regularization NeurIPS 2023 Enhancing Adversarial Robustness in Low-Label Regime via Adaptively Weighted Regularization and Knowledge Distillation ICCV 2023 Enhancing Adversarial Robustness via Score-Based Optimization NeurIPS 2023 Enhancing Generalization of Universal Adversarial Perturbation through Gradient Aggregation ICCV 2023 Enhancing Privacy Preservation in Federated Learning via Learning Rate Perturbation ICCV 2023 Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks AAAI 2023 Enhancing the Self-Universality for Transferable Targeted Attacks CVPR 2023 Ensemble-Based Blackbox Attacks on Dense Prediction CVPR 2023 Ensemble-in-One: Ensemble Learning within Random Gated Networks for Enhanced Adversarial Robustness AAAI 2023 ERASER: AdvERsArial Sensitive Element Remover for Image Privacy Preservation AAAI 2023