Adversarial Feature Alignment: Balancing Robustness and Accuracy in Deep Learning via Adversarial Training

Leo Hyun Park, Jaeuk Kim, Myung Gyo Oh +2

Deep learning models continue to advance in accuracy, yet they remain vulnerable to adversarial attacks, which often lead to the misclassification of adversarial examples. Adversar…