Survey on vertical federated learning: algorithm, privacy and security

Federated learning （FL） is a distributed machine learning technology that enables joint construction of machine learning models by transmitting intermediate results （e.g., model parameters, parameter gradients, embedding representation, etc.） applied to data distributed across various institutions.F...

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Hlavní autoři:	Jinyin CHEN, Rongchang LI, Guohan HUANG, Tao LIU, Haibin ZHENG, Yao CHENG
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	POSTS&TELECOM PRESS Co., LTD 2023-04-01
Edice:	网络与信息安全学报
Témata:	vertical federated learning security and privacy backdoor attack inference attack and defense adversarial attack security evaluation
On-line přístup:	http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2023017
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