Automatic transformation search against deep leakage from gradients

• 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
• 主題: Engineering::Computer science and engineering; Auto Augmentation; Collaborative Learning
• 在線閱讀: https://hdl.handle.net/10356/172192

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...