LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning

Jinhyun So, Corey J. Nolet, Chien-Sheng Yang, Songze Li, Qian Yu 0001, Ramy E. Ali, Basak Guler, Salman Avestimehr. LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning. In Diana Marculescu, Yuejie Chi, Carole-Jean Wu, editors, Proceedings of Machine Learning and Systems 2022, MLSys 2022, Santa Clara, CA, USA, August 29 - September 1, 2022. mlsys.org, 2022. [doi]

Abstract

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