Achieving Model Accuracy and Robustness by Adversarial Training with Batch Normalization

Published in International Conference on Tools with Artificial Intelligence (ICTAI), 2022

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We propose a novel adversarial training method called norm shaping, in which a model always uses batch norms in both adversarial training and inference.

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