Adversarial Learning

Robust textual embedding against word-level adversarial attacks UAI 2022 Robust Trajectory Prediction against Adversarial Attacks CoRL 2022 Robust Unlearnable Examples: Protecting Data Privacy Against Adversarial Learning ICLR 2022 Robust Weight Perturbation for Adversarial Training IJCAI 2022 RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining ACL 2022 RoChBert: Towards Robust BERT Fine-tuning for Chinese EMNLP 2022 R&R: Metric-guided Adversarial Sentence Generation AACL 2022 Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks IJCAI 2022 SANE-TTS: Stable And Natural End-to-End Multilingual Text-to-Speech Interspeech 2022 Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification AAAI 2022 Scalable Infomin Learning NeurIPS 2022 Scale-Free Adversarial Multi Armed Bandits ALT 2022 Self-ensemble Adversarial Training for Improved Robustness ICLR 2022 Self-Guided Hard Negative Generation for Unsupervised Person Re-Identification IJCAI 2022 Self-Healing Robust Neural Networks via Closed-Loop Control JMLR 2022 Self-Supervised Contrastive Learning with Adversarial Perturbations for Defending Word Substitution-based Attacks NAACL 2022 Self-Supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection CVPR 2022 Semantically Stealthy Adversarial Attacks Against Segmentation Models WACV 2022 Semantic-Preserving Abstractive Text Summarization with Siamese Generative Adversarial Net NAACL 2022 Semantic-Preserving Adversarial Code Comprehension COLING 2022 SemAttack: Natural Textual Attacks via Different Semantic Spaces NAACL 2022 Semi-Implicit Hybrid Gradient Methods with Application to Adversarial Robustness AISTATS 2022 Semi-supervised Adversarial Text Generation based on Seq2Seq models EMNLP 2022 Sentence-aware Adversarial Meta-Learning for Few-Shot Text Classification COLING 2022 Sentiment and Emotion-Aware Multi-Modal Complaint Identification AAAI 2022