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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

Adversarial Attack and Defense of Structured Prediction Models EMNLP 2020
Randomization matters How to defend against strong adversarial attacks ICML 2020
Self-Robust 3D Point Recognition via Gather-Vector Guidance CVPR 2020
The Attacker’s Perspective on Automatic Speaker Verification: An Overview INTERSPEECH 2020
Exploiting Joint Robustness to Adversarial Perturbations CVPR 2020
Boosting Adversarial Training with Hypersphere Embedding NIPS 2020
Denoised Smoothing: A Provable Defense for Pretrained Classifiers NIPS 2020
GNNGuard: Defending Graph Neural Networks against Adversarial Attacks NIPS 2020
Benchmarking Adversarial Robustness on Image Classification CVPR 2020
Utilizing Multimodal Feature Consistency to Detect Adversarial Examples on Clinical Summaries EMNLP 2020
Generalization to Mitigate Synonym Substitution Attacks EMNLP 2020
Towards Certificated Model Robustness Against Weight Perturbations AAAI 2020
Adversarial Defense based on Structure-to-Signal Autoencoders WACV 2020
Detection as Regression: Certified Object Detection with Median Smoothing NIPS 2020
A Game Theoretic Analysis of Additive Adversarial Attacks and Defenses NIPS 2020
Defending Against Universal Attacks Through Selective Feature Regeneration CVPR 2020
Wasserstein Smoothing: Certified Robustness against Wasserstein Adversarial Attacks AISTATS 2020
One Man's Trash Is Another Man's Treasure: Resisting Adversarial Examples by Adversarial Examples CVPR 2020
Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples CVPR 2019
Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses CVPR 2019
Adversarial Examples for Graph Data: Deep Insights into Attack and Defense IJCAI 2019
Adversarial Defense by Stratified Convolutional Sparse Coding CVPR 2019
Catastrophic Child's Play: Easy to Perform, Hard to Defend Adversarial Attacks CVPR 2019
ShieldNets: Defending Against Adversarial Attacks Using Probabilistic Adversarial Robustness CVPR 2019
Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification IJCNLP 2019