PPT: A Privacy-Preserving Global Model Training Protocol for Federated Learning in P2P Networks

30 May 2021

Papers citing "PPT: A Privacy-Preserving Global Model Training Protocol for Federated Learning in P2P Networks"

5 / 5 papers shown

Title
Universally Harmonizing Differential Privacy Mechanisms for Federated Learning: Boosting Accuracy and Convergence Shuya Feng Meisam Mohammady Hanbin Hong Shenao Yan Ashish Kundu Binghui Wang Yuan Hong FedML 34 3 0 20 Jul 2024
Federated learning with differential privacy and an untrusted aggregator Kunlong Liu Trinabh Gupta 27 0 0 17 Dec 2023
CFL: Cluster Federated Learning in Large-scale Peer-to-Peer Networks Qian Chen Zilong Wang Yilin Zhou Jiawei Chen Danyang Xiao Xiaodong Lin FedML 15 6 0 08 Apr 2022
A Decentralized Federated Learning Framework via Committee Mechanism with Convergence Guarantee Chunjiang Che Xiaoli Li Chuan Chen Xiaoyu He Zibin Zheng FedML 14 72 0 01 Aug 2021
Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation Jun Li Yumeng Shao Kang Wei Ming Ding Chuan Ma Long Shi Zhu Han Vincent Poor FedML 55 150 0 18 Jan 2021