Keji Han

Advancing Example Exploitation Can Alleviate Critical Challenges in Adversarial Training

Deep neural networks have achieved remarkable results across various tasks. However, they are susceptible to adversarial examples, which are generated by adding adversarial perturbations to original data. Adversarial training (AT) is the most effective defense mechanism against adversarial examples…