FaceIDP: Face Identification Differential Privacy via Dictionary Learning Neural Networks

In big-data era, large amount of facial images could be used to breach the face identification system, which demands effective Face IDentification Differential Privacy (FaceIDP) of the facial images for widespread adoption of the face identification technique. In this paper, to our best knowledge, w...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Lu Ou, Yi He, Shaolin Liao, Zheng Qin, Yuan Hong, Dafang Zhang, Xiaohua Jia
Format:	Article
Language:	English
Published:	IEEE 2023-01-01
Subjects:	Face-IDentification Privacy (FaceIDP) differential privacy dictionary learning neural network
Online Access:	https://ieeexplore.ieee.org/document/10078250/