← Keywords

adversarial robustness

1335 papers

Explore in graph

Also known as

UAP PAR ADV AR

Co-occurring keywords

adversarial training (1261) adversarial attack (1599) neural network (6616) adversarial example (563) adversarial learning (1592) model robustness (478) adversarial defense (324) large language model (12755) certified robustness (116) adversarial perturbation (376)

Papers

Adversarial Crowdsourcing Through Robust Rank-One Matrix Completion NIPS 2020
Efficient Adversarial Training With Transferable Adversarial Examples CVPR 2020
Towards Query-Efficient Black-Box Adversary with Zeroth-Order Natural Gradient Descent AAAI 2020
Robust Encodings: A Framework for Combating Adversarial Typos ACL 2020
On 1/n neural representation and robustness NIPS 2020
Lipschitz Bounds and Provably Robust Training by Laplacian Smoothing NIPS 2020
Dual Manifold Adversarial Robustness: Defense against Lp and non-Lp Adversarial Attacks NIPS 2020
What’s in a Name? Are BERT Named Entity Representations just as Good for any other Name? ACL 2020
Improving the Robustness of Wasserstein Embedding by Adversarial PAC-Bayesian Learning AAAI 2020
Randomized Smoothing of All Shapes and Sizes ICML 2020
More Data Can Expand The Generalization Gap Between Adversarially Robust and Standard Models ICML 2020
CD-UAP: Class Discriminative Universal Adversarial Perturbation AAAI 2020
Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations NIPS 2020
A Multi-Task Learning Machine Reading Comprehension Model for Noisy Document (Student Abstract) AAAI 2020
Certifying Confidence via Randomized Smoothing NIPS 2020
Absum: Simple Regularization Method for Reducing Structural Sensitivity of Convolutional Neural Networks AAAI 2020
Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning CVPR 2020
Scalable Differential Privacy with Certified Robustness in Adversarial Learning ICML 2020
Robust Collective Classification against Structural Attacks UAI 2020
Single-Step Adversarial Training With Dropout Scheduling CVPR 2020
Modeling Biological Immunity to Adversarial Examples CVPR 2020
Robustness Guarantees for Deep Neural Networks on Videos CVPR 2020
Adversarially Robust Streaming Algorithms via Differential Privacy NIPS 2020
Enhancing Intrinsic Adversarial Robustness via Feature Pyramid Decoder CVPR 2020
Towards Verifying Robustness of Neural Networks Against A Family of Semantic Perturbations CVPR 2020