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adversarial robustness

1335 papers

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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

Branch and Bound for Piecewise Linear Neural Network Verification JMLR 2020
CharBERT: Character-aware Pre-trained Language Model COLING 2020
Towards Adversarially Robust Knowledge Graph Embeddings AAAI 2020
Hold me tight! Influence of discriminative features on deep network boundaries NIPS 2020
Adversarial Weight Perturbation Helps Robust Generalization NIPS 2020
Adversarial Self-Supervised Contrastive Learning NIPS 2020
Adversarially Robust Few-Shot Learning: A Meta-Learning Approach NIPS 2020
Minimally distorted Adversarial Examples with a Fast Adaptive Boundary Attack ICML 2020
Adversarially Robust Learning Could Leverage Computational Hardness. ALT 2020
Security Analysis of Safe and Seldonian Reinforcement Learning Algorithms NIPS 2020
Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations NIPS 2020
Boosting Adversarial Training with Hypersphere Embedding NIPS 2020
A Closer Look at Accuracy vs. Robustness NIPS 2020
Fundamental Tradeoffs between Invariance and Sensitivity to Adversarial Perturbations ICML 2020
Stronger and Faster Wasserstein Adversarial Attacks ICML 2020
On Isometry Robustness of Deep 3D Point Cloud Models Under Adversarial Attacks CVPR 2020
When NAS Meets Robustness: In Search of Robust Architectures Against Adversarial Attacks CVPR 2020
Assessing Robustness of Text Classification through Maximal Safe Radius Computation EMNLP 2020
Group-Wise Dynamic Dropout Based on Latent Semantic Variations AAAI 2020
Enabling certification of verification-agnostic networks via memory-efficient semidefinite programming NIPS 2020
Proximal Mapping for Deep Regularization NIPS 2020
Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings NIPS 2020
Biologically Inspired Mechanisms for Adversarial Robustness NIPS 2020
Towards Understanding the Dynamics of the First-Order Adversaries ICML 2020
Higher-Order Certification For Randomized Smoothing NIPS 2020