Indirect Gradient Matching for Adversarial Robust Distillation

no code implementations • 6 Dec 2023 • Hongsin Lee, Seungju Cho, Changick Kim

In contrast to these approaches, we aim to transfer another piece of knowledge from the teacher, the input gradient.

Adversarial Robustness Data Augmentation

Class Incremental Learning for Adversarial Robustness

no code implementations • 6 Dec 2023 • Seungju Cho, Hongsin Lee, Changick Kim

We observe that combining incremental learning with naive adversarial training easily leads to a loss of robustness.

Adversarial Robustness Class Incremental Learning +2