Semantic Adversarial Attacks on Face Recognition Through Significant Attributes

Abstract Face recognition systems are susceptible to adversarial attacks, where adversarial facial images are generated without awareness of the intrinsic attributes of the images in existing works. They change only a single attribute indiscriminately. To this end, we propose a new Semantic Adversar...

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Bibliographic Details

Published in:	International Journal of Computational Intelligence Systems
Main Authors:	Yasmeen M. Khedr, Yifeng Xiong, Kun He
Format:	Article
Language:	English
Published:	Springer 2023-12-01
Subjects:	Adversarial examples Image-to-image translation Face verification Feature fusion Black-box attack Attack transferability
Online Access:	https://doi.org/10.1007/s44196-023-00376-6