FedSel: Federated SGD Under Local Differential Privacy with Top-k Dimension Selection

Ruixuan Liu, Yang Cao 0011, Masatoshi Yoshikawa, Hong Chen 0001. FedSel: Federated SGD Under Local Differential Privacy with Top-k Dimension Selection. In Yunmook Nah, Bin Cui 0001, Sang-Won Lee, Jeffrey Xu Yu, Yang-Sae Moon, Steven Euijong Whang, editors, Database Systems for Advanced Applications - 25th International Conference, DASFAA 2020, Jeju, South Korea, September 24-27, 2020, Proceedings, Part I. Volume 12112 of Lecture Notes in Computer Science, pages 485-501, Springer, 2020. [doi]

Abstract

Abstract is missing.