Adversarial Learning

Separating Hate Speech and Offensive Language Classes via Adversarial Debiasing NAACL 2022 Shadows Can Be Dangerous: Stealthy and Effective Physical-World Adversarial Attack by Natural Phenomenon CVPR 2022 Shape-Invariant 3D Adversarial Point Clouds CVPR 2022 Shape Prior Guided Attack: Sparser Perturbations on 3D Point Clouds AAAI 2022 Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning ICML 2022 SHARP: Search-Based Adversarial Attack for Structured Prediction NAACL 2022 SHIELD: Defending Textual Neural Networks against Multiple Black-Box Adversarial Attacks with Stochastic Multi-Expert Patcher ACL 2022 Sibylvariant Transformations for Robust Text Classification ACL 2022 Simulated Adversarial Testing of Face Recognition Models CVPR 2022 Simultaneously Learning Stochastic and Adversarial Bandits under the Position-Based Model AAAI 2022 Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch NeurIPS 2022 SlotGAN: Detecting Mentions in Text via Adversarial Distant Learning ACL 2022 Smoothed Adversarial Linear Contextual Bandits with Knapsacks ICML 2022 Smoothed Online Learning is as Easy as Statistical Learning COLT 2022 SNAIL: Semi-Separated Uncertainty Adversarial Learning for Universal Domain Adaptation ACML 2022 SNN-RAT: Robustness-enhanced Spiking Neural Network through Regularized Adversarial Training NeurIPS 2022 Solving Stackelberg Prediction Game with Least Squares Loss via Spherically Constrained Least Squares Reformulation ICML 2022 Spa: On the Sparsity of Virtual Adversarial Training for Dependency Parsing AACL 2022 SparseFed: Mitigating Model Poisoning Attacks in Federated Learning with Sparsification AISTATS 2022 Sparse-RS: A Versatile Framework for Query-Efficient Sparse Black-Box Adversarial Attacks AAAI 2022 Sparsity Winning Twice: Better Robust Generalization from More Efficient Training ICLR 2022 Spatial Frequency Bias in Convolutional Generative Adversarial Networks AAAI 2022 Speaker-Specific Utterance Ensemble based Transfer Attack on Speaker Identification Interspeech 2022 Spectral Robustness for Correlation Clustering Reconstruction in Semi-Adversarial Models AISTATS 2022 SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators ICML 2022