Adversarial Learning

Combating Adversaries with Anti-adversaries AAAI 2022 Complex Backdoor Detection by Symmetric Feature Differencing CVPR 2022 Complex Momentum for Optimization in Games AISTATS 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 Constrained Gradient Descent: A Powerful and Principled Evasion Attack Against Neural Networks ICML 2022 Context-Aware Transfer Attacks for Object Detection AAAI 2022 Contextual Outpainting With Object-Level Contrastive Learning CVPR 2022 Controlling Bias Exposure for Fair Interpretable Predictions EMNLP 2022 CoPur: Certifiably Robust Collaborative Inference via Feature Purification NeurIPS 2022 Cost Ensemble with Gradient Selecting for GANs IJCAI 2022 Cross-Age Speaker Verification: Learning Age-Invariant Speaker Embeddings Interspeech 2022 CrossMatch: Cross-Classifier Consistency Regularization for Open-Set Single Domain Generalization ICLR 2022 Cross-Modal Transferable Adversarial Attacks From Images to Videos CVPR 2022 Dancing Under the Stars: Video Denoising in Starlight CVPR 2022 DASCO: Dual-Generator Adversarial Support Constrained Offline Reinforcement Learning NeurIPS 2022 Data-Free Adversarial Knowledge Distillation for Graph Neural Networks IJCAI 2022 Decision-based Black-box Attack Against Vision Transformers via Patch-wise Adversarial Removal NeurIPS 2022 Deep Reinforcement Learning Policies Learn Shared Adversarial Features across MDPs AAAI 2022 DEFEAT: Deep Hidden Feature Backdoor Attacks by Imperceptible Perturbation and Latent Representation Constraints CVPR 2022 Defending Graph Convolutional Networks against Dynamic Graph Perturbations via Bayesian Self-Supervision AAAI 2022 Defensive Patches for Robust Recognition in the Physical World CVPR 2022 DelightfulTTS 2: End-to-End Speech Synthesis with Adversarial Vector-Quantized Auto-Encoders Interspeech 2022 Demystifying the Adversarial Robustness of Random Transformation Defenses ICML 2022