Unsupervised Adversarial Detection without Extra Model: Training Loss Should Change

Chien Cheng Chyou, Hung-Ting Su, Winston H. Hsu

Adversarial robustness poses a critical challenge in the deployment of deep learning models for real-world applications. Traditional approaches to adversarial training and supervis…