Private Federated Submodel Learning via Private Set Union

18 January 2023

Papers citing "Private Federated Submodel Learning via Private Set Union"

6 / 6 papers shown

Title
Information-Theoretically Private Federated Submodel Learning with Storage Constrained Databases Sajani Vithana S. Ulukus FedML 10 0 0 12 Jul 2023
Private Read Update Write (PRUW) in Federated Submodel Learning (FSL): Communication Efficient Schemes With and Without Sparsification Sajani Vithana S. Ulukus FedML 13 19 0 09 Sep 2022
Rate Distortion Tradeoff in Private Read Update Write in Federated Submodel Learning Sajani Vithana S. Ulukus FedML 24 8 0 07 Jun 2022
Digital Blind Box: Random Symmetric Private Information Retrieval Zhusheng Wang S. Ulukus 21 10 0 16 May 2022
LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning Jinhyun So Chaoyang He Chien-Sheng Yang Songze Li Qian-long Yu Ramy E. Ali Başak Güler Salman Avestimehr FedML 57 164 0 29 Sep 2021
Information Theoretic Secure Aggregation with User Dropouts Yizhou Zhao Hua Sun FedML 59 67 0 19 Jan 2021