GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks

Salah Ghamizi, Jingfeng Zhang, Maxime Cordy +3

While leveraging additional training data is well established to improve adversarial robustness, it incurs the unavoidable cost of data collection and the heavy computation to trai…