Adversarial Learning

Certified Robustness via Randomized Smoothing over Multiplicative Parameters of Input Transformations IJCAI 2022 Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution EMNLP 2022 CheckHARD: Checking Hard Labels for Adversarial Text Detection, Prediction Correction, and Perturbed Word Suggestion EMNLP 2022 Chunking Defense for Adversarial Attacks on ASR Interspeech 2022 Class-Aware Adversarial Transformers for Medical Image Segmentation NeurIPS 2022 Clothes-Changing Person Re-Identification With RGB Modality Only CVPR 2022 CLPA: Clean-Label Poisoning Availability Attacks Using Generative Adversarial Nets AAAI 2022 Cluster Attack: Query-based Adversarial Attacks on Graph with Graph-Dependent Priors IJCAI 2022 CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes AAAI 2022 CoCGAN: Contrastive Learning for Adversarial Category Text Generation COLING 2022 CODE: Contrastive Pre-training with Adversarial Fine-Tuning for Zero-Shot Expert Linking AAAI 2022 COLA: Consistent Learning with Opponent-Learning Awareness ICML 2022 Collecting high-quality adversarial data for machine reading comprehension tasks with humans and models in the loop NAACL 2022 Combating Adversaries with Anti-adversaries AAAI 2022 Complex Backdoor Detection by Symmetric Feature Differencing CVPR 2022 Concurrent Adversarial Learning for Large-Batch Training ICLR 2022 Conditional GANs with Auxiliary Discriminative Classifier ICML 2022 ConfounderGAN: Protecting Image Data Privacy with Causal Confounder NeurIPS 2022 Consistency Regularization for Adversarial Robustness AAAI 2022 Consistency Training with Virtual Adversarial Discrete Perturbation NAACL 2022 Constrained Gradient Descent: A Powerful and Principled Evasion Attack Against Neural Networks ICML 2022 Constrained Optimization with Dynamic Bound-scaling for Effective NLP Backdoor Defense ICML 2022 Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation EMNLP 2022 Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation NAACL 2022 Contrastive Fine-grained Class Clustering via Generative Adversarial Networks ICLR 2022