Improving Robustness of Convolutional Neural Networks Using Element-Wise Activation Scaling

Zhi-Yuan Zhang, Di Liu

Recent works reveal that re-calibrating the intermediate activation of adversarial examples can improve the adversarial robustness of a CNN model. The state of the arts [Baiet al.,…