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[PDF][PDF] Early layers are more important for adversarial robustness
Adversarial training and its variants have become the de facto standard for combatting
against adversarial attacks in machine learning models. In this paper, we seek insight into …
against adversarial attacks in machine learning models. In this paper, we seek insight into …
[PDF][PDF] Broad adversarial training with data augmentation in the output space
In image classification, data augmentation and the usage of additional data has been shown
to increase the efficiency of clean training and the accuracy of the resulting model. However …
to increase the efficiency of clean training and the accuracy of the resulting model. However …