Adversarial sample generation algorithm for vertical federated learning

Adversarial sample generation algorithm for vertical federated learning

To adapt to the scenario characteristics of vertical federated learning (VFL) applications regarding high communication cost, fast model iteration, and decentralized data storage, a generalized adversarial sample generation algorithm named VFL-GASG was proposed.Specifically, an adversarial sample ge...

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Bibliographic Details
Main Authors: Xiaolin CHEN, Daoguang ZAN, Bingchao WU, Bei GUAN, Yongji WANG
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2023-08-01
Series:Tongxin xuebao
Subjects:
machine learning
VFL
adversarial sample
adversarial attack
DCGAN
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023149/
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