conftrace_

robust accuracy

16 papers

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Co-occurring keywords

adversarial training (1262) adversarial robustness (1341) adversarial attack (1621) neural network robustness (92) error correcting code (7) catastrophic overfitting (11) clean accuracy (4) adversarial example (564) deep neural network (1803) diffusion model (3751)

Papers

Scaling and Taming Adversarial Training with Synthetic Data ICCV 2025
On the Robustness of Distributed Machine Learning Against Transfer Attacks AAAI 2025
Accelerating Adversarial Training on Under-Utilized GPU IJCAI 2025
MimicDiffusion: Purifying Adversarial Perturbation via Mimicking Clean Diffusion Model CVPR 2024
Taxonomy Driven Fast Adversarial Training AAAI 2024
Error Correction Output Codes for Robust Neural Networks against Weight-errors: A Neural Tangent Kernel Point of View NIPS 2024
Accelerating Adversarially Robust Model Selection for Deep Neural Networks via Racing AAAI 2024
Unlocking Deterministic Robustness Certification on ImageNet NIPS 2023
GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks ICML 2023
Better Diffusion Models Further Improve Adversarial Training ICML 2023
COLA: Orchestrating Error Coding and Learning for Robust Neural Network Inference Against Hardware Defects ICML 2023
Subspace Adversarial Training CVPR 2022
CAT: Customized Adversarial Training for Improved Robustness IJCAI 2022
Two Coupled Rejection Metrics Can Tell Adversarial Examples Apart CVPR 2022
Precise Tradeoffs in Adversarial Training for Linear Regression COLT 2020
Are Labels Required for Improving Adversarial Robustness? NIPS 2019