conftrace_

adversarial defense

325 papers

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Co-occurring keywords

adversarial attack (1621) adversarial robustness (1341) backdoor attack (385) adversarial training (1262) large language model (13587) adversarial learning (1595) text classification (6793) model robustness (480) adversarial example (564) neural network (6616)

Papers

ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation ICML 2019
Defending Neural Backdoors via Generative Distribution Modeling NIPS 2019
Adversarial Learning With Margin-Based Triplet Embedding Regularization ICCV 2019
ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples CVPR 2019
Defending Against Adversarial Attacks by Randomized Diversification CVPR 2019
Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification EMNLP 2019
Resisting Adversarial Attacks Using Gaussian Mixture Variational Autoencoders AAAI 2019
Adversarial Defense via Learning to Generate Diverse Attacks ICCV 2019
Distributionally Adversarial Attack AAAI 2019
DUP-Net: Denoiser and Upsampler Network for 3D Adversarial Point Clouds Defense ICCV 2019
Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses IJCAI 2019
Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective IJCAI 2019
Defending against Whitebox Adversarial Attacks via Randomized Discretization AISTATS 2019
Defending Against Neural Fake News NIPS 2019
Defense Against Adversarial Attacks Using Feature Scattering-based Adversarial Training NIPS 2019
Combating Adversarial Misspellings with Robust Word Recognition ACL 2019
Defense Against Adversarial Images Using Web-Scale Nearest-Neighbor Search CVPR 2019
Barrage of Random Transforms for Adversarially Robust Defense CVPR 2019
Adversarial Defense Through Network Profiling Based Path Extraction CVPR 2019
Deflecting Adversarial Attacks With Pixel Deflection CVPR 2018
Defense Against Universal Adversarial Perturbations CVPR 2018
Defense Against Adversarial Attacks Using High-Level Representation Guided Denoiser CVPR 2018
Towards Fast Computation of Certified Robustness for ReLU Networks ICML 2018
Deep Defense: Training DNNs with Improved Adversarial Robustness NIPS 2018
Certified Defenses for Data Poisoning Attacks NIPS 2017