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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

Make Sure You're Unsure: A Framework for Verifying Probabilistic Specifications NIPS 2021
Towards Efficient and Effective Adversarial Training NIPS 2021
Generalized Depthwise-Separable Convolutions for Adversarially Robust and Efficient Neural Networks NIPS 2021
Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks NIPS 2021
Towards Stable and Robust AdderNets NIPS 2021
Improving Calibration through the Relationship with Adversarial Robustness NIPS 2021
Adversarial Examples for k-Nearest Neighbor Classifiers Based on Higher-Order Voronoi Diagrams NIPS 2021
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception NIPS 2021
On Linear Stability of SGD and Input-Smoothness of Neural Networks NIPS 2021
Fast Certified Robust Training with Short Warmup NIPS 2021
On Locality of Local Explanation Models NIPS 2021
Formalizing Generalization and Adversarial Robustness of Neural Networks to Weight Perturbations NIPS 2021
Training Certifiably Robust Neural Networks with Efficient Local Lipschitz Bounds NIPS 2021
Are Transformers more robust than CNNs? NIPS 2021
Can we have it all? On the Trade-off between Spatial and Adversarial Robustness of Neural Networks NIPS 2021
Neural Architecture Dilation for Adversarial Robustness NIPS 2021
Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable? ICML 2021
Improving Robustness and Uncertainty Modelling in Neural Ordinary Differential Equations WACV 2021
Characteristic Examples: High-Robustness, Low-Transferability Fingerprinting of Neural Networks IJCAI 2021
Robustness Certification for Point Cloud Models ICCV 2021
Center Smoothing: Certified Robustness for Networks with Structured Outputs NIPS 2021
When does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning? NIPS 2021
Clustering Effect of Adversarial Robust Models NIPS 2021
RoMA: Robust Model Adaptation for Offline Model-based Optimization NIPS 2021
Removing Adversarial Noise in Class Activation Feature Space ICCV 2021