Abstract: Adversarial attacks can cause misclassification in machine learning pipelines, posing a significant safety risk in critical applications such as autonomous systems or medical applications.

Abstract: Data augmentation (DA) is widely used to improve the generalization of deep neural networks. While its integration with traditional two-stage Knowledge Distillation (KD) has been extensively ...