Adversarial Learning

Curls & Whey: Boosting Black-Box Adversarial Attacks CVPR 2019 CycleEmotionGAN: Emotional Semantic Consistency Preserved CycleGAN for Adapting Image Emotions AAAI 2019 CycleGAN-Based Emotion Style Transfer as Data Augmentation for Speech Emotion Recognition Interspeech 2019 Cycle-SUM: Cycle-Consistent Adversarial LSTM Networks for Unsupervised Video Summarization AAAI 2019 DAL: Dual Adversarial Learning for Dialogue Generation NAACL 2019 Data Augmentation Based on Adversarial Autoencoder Handling Imbalance for Learning to Rank AAAI 2019 Data Poisoning against Differentially-Private Learners: Attacks and Defenses IJCAI 2019 Data Poisoning Attack against Knowledge Graph Embedding IJCAI 2019 Data Poisoning Attacks on Stochastic Bandits ICML 2019 Decorrelated Adversarial Learning for Age-Invariant Face Recognition CVPR 2019 Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses CVPR 2019 Deep Adversarial Learning for NLP NAACL 2019 Deep Adversarial Multi-view Clustering Network IJCAI 2019 Deep Adversarial Social Recommendation IJCAI 2019 Deep Head Pose Estimation Using Synthetic Images and Partial Adversarial Domain Adaption for Continuous Label Spaces ICCV 2019 DeepInspect: A Black-box Trojan Detection and Mitigation Framework for Deep Neural Networks IJCAI 2019 Deep Learning for Light Field Saliency Detection ICCV 2019 Deep Multi-Task Learning with Adversarial-and-Cooperative Nets IJCAI 2019 Defending Against Adversarial Attacks by Randomized Diversification CVPR 2019 Defending Against Universal Perturbations With Shared Adversarial Training ICCV 2019 Defending against Whitebox Adversarial Attacks via Randomized Discretization AISTATS 2019 Defense Against Adversarial Attacks Using Feature Scattering-based Adversarial Training NeurIPS 2019 Defense Against Adversarial Images Using Web-Scale Nearest-Neighbor Search CVPR 2019 Detecting Egregious Responses in Neural Sequence-to-sequence Models ICLR 2019 Detecting Overfitting via Adversarial Examples NeurIPS 2019