AdaBoost algorithm based on target perturbation

AdaBoost algorithm based on target perturbation

Aiming at the problem that the multi-round iteration process in the AdaBoost algorithm will amplify the noise added to achieve differential privacy protection, which leads to slow model convergence and greatly reduced data availability, an AdaBoost algorithm based on target perturbation—DPAda was pr...

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Bibliographic Details
Main Authors: Shufen ZHANG, Yanling DONG, Jingcheng XU, Haoshi WANG
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2023-02-01
Series:Tongxin xuebao
Subjects:
differential privacy
swing sequence
random response
privacy budget allocation
AdaBoost algorithm
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023028/
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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023028/

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