Adversarial Learning

GeoDA: A Geometric Framework for Black-Box Adversarial Attacks CVPR 2020 Global Convergence and Variance Reduction for a Class of Nonconvex-Nonconcave Minimax Problems NeurIPS 2020 GNNGuard: Defending Graph Neural Networks against Adversarial Attacks NeurIPS 2020 Go From the General to the Particular: Multi-Domain Translation with Domain Transformation Networks AAAI 2020 Gradient-based Analysis of NLP Models is Manipulable EMNLP 2020 Gradually Vanishing Bridge for Adversarial Domain Adaptation CVPR 2020 Graduate Employment Prediction with Bias AAAI 2020 Graph Information Bottleneck NeurIPS 2020 Greedy Attack and Gumbel Attack: Generating Adversarial Examples for Discrete Data JMLR 2020 GreedyFool: Distortion-Aware Sparse Adversarial Attack NeurIPS 2020 Group-Wise Dynamic Dropout Based on Latent Semantic Variations AAAI 2020 GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators NeurIPS 2020 GTNet: Generative Transfer Network for Zero-Shot Object Detection AAAI 2020 Guided Adversarial Attack for Evaluating and Enhancing Adversarial Defenses NeurIPS 2020 HABERTOR: An Efficient and Effective Deep Hatespeech Detector EMNLP 2020 HateGAN: Adversarial Generative-Based Data Augmentation for Hate Speech Detection COLING 2020 Heuristic Black-Box Adversarial Attacks on Video Recognition Models AAAI 2020 Hidden Trigger Backdoor Attacks AAAI 2020 Hider-Finder-Combiner: An Adversarial Architecture for General Speech Signal Modification Interspeech 2020 Hierarchical Knowledge Squeezed Adversarial Network Compression AAAI 2020 Hierarchical Modes Exploring in Generative Adversarial Networks AAAI 2020 Hierarchical Verification for Adversarial Robustness ICML 2020 HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis NeurIPS 2020 HiFi-GAN: High-Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks Interspeech 2020 Higher-Order Certification For Randomized Smoothing NeurIPS 2020