Membership Inference Defense Algorithm Based on Neural Network Model

Membership Inference Defense Algorithm Based on Neural Network Model

Purposes Focusing on the issue that the machine learning model may leak the privacy of training data during training process, which could be used by membership inference attacks, and then for stealing the sensitive information of users, an Expectation Equilibrium Optimization Algorithm (EEO) based o...

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Bibliographic Details
Main Authors: Yanchao LYU, Yuli YANG, Yongle CHEN
Format: Article
Language:English
Published: Editorial Office of Journal of Taiyuan University of Technology 2023-09-01
Series:Taiyuan Ligong Daxue xuebao
Subjects:
machine learning
neural network model
membership inference attack
data security
privacy preserving
model reasoning
Online Access:https://tyutjournal.tyut.edu.cn/englishpaper/show-2106.html

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