Generating facial expression adversarial examples based on saliency map

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Yudao Sun, Juan Yin, Chunhua Wu, Kangfeng Zheng, Xinxin Niu

Published: 2021, Last Modified: 09 Jan 2026Image Vis. Comput. 2021EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A novel method that facial expression saliency maps are proposed to generate facial expression adversarial examples.•The OMIM is proposed to help facial expression saliency maps accelerate to generate facial expression adversarial examples.•Our method is superior to other attack methods, such as FGSM, PGD, BIM, CW.