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Secure Distributed Machine Learning Client Selection Algorithm Based on Privacy Leakage Weight

Published • Mar 29, 2024
Authors:
Yuanhao Xu
,
Shihao Zhang
,
Yifan Ding

Abstract

As a secure distributed machine learning framework, federated learning is often used for secure data transmission. However, existing research has found that federated learning also faces the risk of privacy leakage, such as gradient leakage attacks. Existing federated learning algorithms mainly sele...

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