conftrace_

robustness-accuracy trade-off

7 papers

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Co-occurring keywords · papers mentioning both

adversarial training (4) adversarial robustness (4) stochastic defense (1) random switching (1) invariance regularization (1) hierarchical random switching (1) random network defense (1) perturbation budget (1) distribution-aware dynamic guidance (1) task-agnostic evaluation (1)

Papers

Mitigating Error Amplification in Fast Adversarial Training CVPR 2026 A High Dimensional Statistical Model for Adversarial Training: Geometry and Trade-Offs AISTATS 2025 Rethinking Invariance Regularization in Adversarial Training to Improve Robustness-Accuracy Trade-off ICLR 2025 What Would Gauss Say About Representations? Probing Pretrained Image Models using Synthetic Gaussian Benchmarks ICML 2024 Certified Robustness via Locally Biased Randomized Smoothing L4DC 2022 Robustness and Accuracy Could Be Reconcilable by (Proper) Definition ICML 2022 Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses IJCAI 2019