adversarial defense

Benchmarking Neural Network Robustness to Common Corruptions and Perturbations ICLR 2019 Catastrophic Child's Play: Easy to Perform, Hard to Defend Adversarial Attacks CVPR 2019 Combating Adversarial Misspellings with Robust Word Recognition ACL 2019 ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples CVPR 2019 Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses CVPR 2019 Defending Against Adversarial Attacks by Randomized Diversification CVPR 2019 Defending Against Neural Fake News NeurIPS 2019 Defending against Whitebox Adversarial Attacks via Randomized Discretization AISTATS 2019 Defending Neural Backdoors via Generative Distribution Modeling NeurIPS 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 Distributionally Adversarial Attack AAAI 2019 DUP-Net: Denoiser and Upsampler Network for 3D Adversarial Point Clouds Defense ICCV 2019 Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples CVPR 2019 Function Space Particle Optimization for Bayesian Neural Networks ICLR 2019 Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification EMNLP 2019 ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation ICML 2019 Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses IJCAI 2019 Resisting Adversarial Attacks Using Gaussian Mixture Variational Autoencoders AAAI 2019 ShieldNets: Defending Against Adversarial Attacks Using Probabilistic Adversarial Robustness CVPR 2019 Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective IJCAI 2019 Variance Networks: When Expectation Does Not Meet Your Expectations ICLR 2019 Deep Defense: Training DNNs with Improved Adversarial Robustness NeurIPS 2018 Defense Against Adversarial Attacks Using High-Level Representation Guided Denoiser CVPR 2018 Defense Against Universal Adversarial Perturbations CVPR 2018