Defense Method Against Backdoor Attack in Federated Learning for Industrial Scenarios

As a machine learning method which can solve the problem of isolated data island and share data resources,the characteristics of federated learning are consistent with the requirements of intelligent development of industrial equipment,so that it has been applied in many industries.However,the attac...

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Bibliographic Details

Published in:	Jisuanji kexue
Main Author:	WANG Xun, XU Fangmin, ZHAO Chenglin, LIU Hongfu
Format:	Article
Language:	Chinese
Published:	Editorial office of Computer Science 2024-01-01
Subjects:	federated learning|backdoor defense|early backdoor attack|backdoor trigger|early exiting united judgment
Online Access:	https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2024-51-1-335.pdf