Automatic transformation search against deep leakage from gradients

Collaborative learning has gained great popularity due to its benefit of data privacy protection: participants can jointly train a Deep Learning model without sharing their training sets. However, recent works discovered that an adversary can fully recover the sensitive training samples from the sha...

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Main Authors: Gao, Wei, Zhang, Xu, Guo, Shangwei, Zhang, Tianwei, Xiang, Tao, Qiu, Han, Wen, Yonggang, Liu, Yang
其他作者: School of Computer Science and Engineering
格式: Article
語言:English
出版: 2023
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在線閱讀:https://hdl.handle.net/10356/172192
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