A Momentum-Based Local Face Adversarial Example Generation Algorithm

A Momentum-Based Local Face Adversarial Example Generation Algorithm

Small perturbations can make deep models fail. Since deep models are widely used in face recognition systems (FRS) such as surveillance and access control, adversarial examples may introduce more subtle threats to face recognition systems. In this paper, we propose a practical white-box adversarial...

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Bibliographic Details
Main Authors: Dapeng Lang, Deyun Chen, Jinjie Huang, Sizhao Li
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Algorithms
Subjects:
adversarial examples
face recognition
mask matrix
targeted attack
non-targeted attack
Online Access:https://www.mdpi.com/1999-4893/15/12/465

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