PCA-based membership inference attack for machine learning models

PCA-based membership inference attack for machine learning models

Aiming at the problem of restricted access failure in current black box membership inference attacks, a PCA-based membership inference attack was proposed.Firstly, in order to solve the restricted access problem of black box membership inference attacks, a fast decision membership inference attack n...

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Bibliographic Details
Main Authors: Changgen PENG, Ting GAO, Huilan LIU, Hongfa DING
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2022-01-01
Series:Tongxin xuebao
Subjects:
machine learning
adversarial example
membership inference attack
principal component analysis
privacy leakage
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2022009/
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