Adversarial Learning

Paraphrase Generation via Adversarial Penalizations EMNLP 2020 Partially Zero-shot Domain Adaptation from Incomplete Target Data with Missing Classes WACV 2020 Perturbing Across the Feature Hierarchy to Improve Standard and Strict Blackbox Attack Transferability NeurIPS 2020 PhysGAN: Generating Physical-World-Resilient Adversarial Examples for Autonomous Driving CVPR 2020 Physically Realizable Adversarial Examples for LiDAR Object Detection CVPR 2020 P-KDGAN: Progressive Knowledge Distillation with GANs for One-class Novelty Detection IJCAI 2020 PointAugment: An Auto-Augmentation Framework for Point Cloud Classification CVPR 2020 Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder EMNLP 2020 Policy Teaching via Environment Poisoning: Training-time Adversarial Attacks against Reinforcement Learning ICML 2020 Polishing Decision-Based Adversarial Noise With a Customized Sampling CVPR 2020 Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network AAAI 2020 Practical No-box Adversarial Attacks against DNNs NeurIPS 2020 Precise Tradeoffs in Adversarial Training for Linear Regression COLT 2020 Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks ICLR 2020 Privacy Enhanced Multimodal Neural Representations for Emotion Recognition AAAI 2020 PrivNet: Safeguarding Private Attributes in Transfer Learning for Recommendation EMNLP 2020 Progressive Adversarial Networks for Fine-Grained Domain Adaptation CVPR 2020 Projection & Probability-Driven Black-Box Attack CVPR 2020 Pronunciation Erroneous Tendency Detection with Language Adversarial Represent Learning Interspeech 2020 Proper Network Interpretability Helps Adversarial Robustness in Classification ICML 2020 Provable robustness against all adversarial l_p-perturbations for p≥ 1 ICLR 2020 Provably Efficient Neural Estimation of Structural Equation Models: An Adversarial Approach NeurIPS 2020 Provably Robust Metric Learning NeurIPS 2020 QEBA: Query-Efficient Boundary-Based Blackbox Attack CVPR 2020 Query-efficient Meta Attack to Deep Neural Networks ICLR 2020