A Closer Look at the Adversarial Robustness of Deep Equilibrium Models

Zonghan Yang, Tianyu Pang, Yang Liu

Deep equilibrium models (DEQs) refrain from the traditional layer-stacking paradigm and turn to find the fixed point of a single layer. DEQs have achieved promising performance on…