sqSGD: Locally Private and Communication Efficient Federated Learning Authors: Yan Feng, Tao Xiong, Ruofan Wu, LingJuan Lv, Leilei Shi | Published: 2022-06-21 | Updated: 2022-06-22 LDP MechanismAlgorithm DesignEfficiency of Distributed Learning 2022.06.21 2025.05.28 Literature Database
Local Differential Privacy for Federated Learning Authors: M. A. P. Chamikara, Dongxi Liu, Seyit Camtepe, Surya Nepal, Marthie Grobler, Peter Bertok, Ibrahim Khalil | Published: 2022-02-12 | Updated: 2022-08-03 LDP MechanismPrivacy Enhancing ProtocolConvergence Analysis 2022.02.12 2025.05.28 Literature Database
Differential Privacy in Privacy-Preserving Big Data and Learning: Challenge and Opportunity Authors: Honglu Jiang, Yifeng Gao, S M Sarwar, Luis GarzaPerez, Mahmudul Robin | Published: 2021-12-03 LDP MechanismData Integrity ConstraintsPrivacy Risk Management 2021.12.03 2025.05.28 Literature Database