Adversarial Learning

One-Shot Adversarial Attacks on Visual Tracking With Dual Attention CVPR 2020 On Isometry Robustness of Deep 3D Point Cloud Models Under Adversarial Attacks CVPR 2020 On the Trade-off between Adversarial and Backdoor Robustness NeurIPS 2020 PhysGAN: Generating Physical-World-Resilient Adversarial Examples for Autonomous Driving CVPR 2020 Physically Realizable Adversarial Examples for LiDAR Object Detection 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 Precise Tradeoffs in Adversarial Training for Linear Regression COLT 2020 Randomization matters How to defend against strong adversarial attacks ICML 2020 Reevaluating Adversarial Examples in Natural Language EMNLP 2020 Regularized Training and Tight Certification for Randomized Smoothed Classifier with Provable Robustness AAAI 2020 Robust Design of Deep Neural Networks Against Adversarial Attacks Based on Lyapunov Theory CVPR 2020 Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces WACV 2020 Robust Multiple-Path Orienteering Problem: Securing Against Adversarial Attacks RSS 2020 Robustness Guarantees for Deep Neural Networks on Videos CVPR 2020 Robustness to Modification with Shared Words in Paraphrase Identification EMNLP 2020 Robust Superpixel-Guided Attentional Adversarial Attack CVPR 2020 SADA: Semantic Adversarial Diagnostic Attacks for Autonomous Applications AAAI 2020 SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions ACL 2020 Searching for a Search Method: Benchmarking Search Algorithms for Generating NLP Adversarial Examples EMNLP 2020 Second-Order NLP Adversarial Examples EMNLP 2020 Self-Robust 3D Point Recognition via Gather-Vector Guidance CVPR 2020 Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models with Adversarial Examples AAAI 2020 Single-Step Adversarial Training With Dropout Scheduling CVPR 2020