Survey on vertical federated learning: algorithm, privacy and security

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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Bibliographic Details
Main Author: Jinyin CHEN, Rongchang LI, Guohan HUANG, Tao LIU, Haibin ZHENG, Yao CHENG
Format: Article
Language:English
Published: POSTS&TELECOM PRESS Co., LTD 2023-04-01
Series:网络与信息安全学报
Subjects:
vertical federated learning
security and privacy
backdoor attack
inference attack and defense
adversarial attack
security evaluation
Online Access:https://www.infocomm-journal.com/cjnis/CN/10.11959/j.issn.2096-109x.2023017

Internet

https://www.infocomm-journal.com/cjnis/CN/10.11959/j.issn.2096-109x.2023017

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