LADDER: Latent Boundary-guided Adversarial Training

Xiaowei Zhou, Ivor W. Tsang, Jie Yin

Deep Neural Networks (DNNs) have recently achieved great success in many classification tasks. Unfortunately, they are vulnerable to adversarial attacks that generate adversarial e…