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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

Characterizing the Optimal $0-1$ Loss for Multi-class Classification with a Test-time Attacker NIPS 2023
Efficient Global Robustness Certification of Neural Networks via Interleaving Twin-Network Encoding (Extended Abstract) IJCAI 2023
RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion NIPS 2023
Privacy-Preserving Face Recognition Using Random Frequency Components ICCV 2023
Enhancing Adversarial Robustness in Low-Label Regime via Adaptively Weighted Regularization and Knowledge Distillation ICCV 2023
Maximization of Average Precision for Deep Learning with Adversarial Ranking Robustness NIPS 2023
Adversarial Self-Training Improves Robustness and Generalization for Gradual Domain Adaptation NIPS 2023
Hierarchical Randomized Smoothing NIPS 2023
Eliminating Catastrophic Overfitting Via Abnormal Adversarial Examples Regularization NIPS 2023
Towards Evaluating Transfer-based Attacks Systematically, Practically, and Fairly NIPS 2023
The Perils of Learning From Unlabeled Data: Backdoor Attacks on Semi-supervised Learning ICCV 2023
Understanding the Impact of Adversarial Robustness on Accuracy Disparity ICML 2023
TrajPAC: Towards Robustness Verification of Pedestrian Trajectory Prediction Models ICCV 2023
Reinforce Data, Multiply Impact: Improved Model Accuracy and Robustness with Dataset Reinforcement ICCV 2023
On the Robustness of Randomized Ensembles to Adversarial Perturbations ICML 2023
Fast Adversarial Training with Smooth Convergence ICCV 2023
Towards Better Robustness against Common Corruptions for Unsupervised Domain Adaptation ICCV 2023
Seasoning Model Soups for Robustness to Adversarial and Natural Distribution Shifts CVPR 2023
Among Us: Adversarially Robust Collaborative Perception by Consensus ICCV 2023
Shift from Texture-bias to Shape-bias: Edge Deformation-based Augmentation for Robust Object Recognition ICCV 2023
Breaking Temporal Consistency: Generating Video Universal Adversarial Perturbations Using Image Models ICCV 2023
Adversarially Robust Learning with Uncertain Perturbation Sets NIPS 2023
Federated Adversarial Learning: A Framework with Convergence Analysis ICML 2023
Cross-Entropy Loss Functions: Theoretical Analysis and Applications ICML 2023
Stratified Adversarial Robustness with Rejection ICML 2023