Attention-guided evolutionary attack with elastic-net regularization on face recognition

Cong Hu, Yuanbo Li, Zhen-Hua Feng, Xiaojun Wu

Abstract: Highlights•Propose a novel decision-based black-box adversarial attack method.•Employ the attention mechanism to improve evolutionary attack.•Generate more indistinguishable perturbations with limited queries.