Attacks on state-of-the-art face recognition using attentional adversarial attack generative network

• Published in: Multimedia tools and applications Vol. 80; no. 1; pp. 855 - 875
• Main Authors: Yang, Lu, Song, Qing, Wu, Yingqi
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.01.2021; Springer Nature B.V
• Subjects: Computer Communication Networks; Computer Science; Data Structures and Information Theory; Face recognition; Multimedia; Multimedia Information Systems; Neural networks; Special Purpose and Application-Based Systems; Target recognition; Face recognition; Adversarial attack; Generative adversarial networks

With the broad use of face recognition, its weakness gradually emerges that it is able to be attacked. Therefore, it is very important to study how face recognition networks are subject to attacks. Generating adversarial examples is an effective attack method, which misleads the face recognition sys...