Sparse Fine-Tuning for Parameter-Efficient Adversarial Training

Zhaoxin Wang, Zihang Ding, Handing Wang

Deep neural networks achieve strong performance across many tasks but remain vulnerable to adversarial perturbations. Adversarial training (AT) is one of the most effective defense…