Generate universal adversarial perturbations by shortest-distance soft maximum direction attack

Dengbo Liu, Zhi Li, Daoyun Xu

Abstract: Highlights•We find previous UAP attacks were not in the shortest distance direction in LLO.•We propose a new UAP generation method to improve the attack success rate.•Our proposed method enhances the transferability of UAP.