Transferability analysis of adversarial attacks on gender classification to face recognition: Fixed and variable attack perturbation

Abstract Most deep learning‐based image classification models are vulnerable to adversarial attacks that introduce imperceptible changes to the input images for the purpose of model misclassification. It has been demonstrated that these attacks, targeting a specific model, are transferable among mod...

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Bibliographic Details
Main Authors: Zohra Rezgui, Amina Bassit, Raymond Veldhuis
Format: Article
Language:English
Published: Wiley 2022-09-01
Series:IET Biometrics
Subjects:
Online Access:https://doi.org/10.1049/bme2.12082
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