ByRDiE: Byzantine-resilient distributed coordinate descent for decentralized learning

28 August 2017

Papers citing "ByRDiE: Byzantine-resilient distributed coordinate descent for decentralized learning"

15 / 15 papers shown

Title
Attacks on Robust Distributed Learning Schemes via Sensitivity Curve Maximization Christian A. Schroth Stefan Vlaski A. Zoubir FedML 57 1 0 27 Apr 2023
Randomized Kaczmarz in Adversarial Distributed Setting Longxiu Huang Xia Li Deanna Needell 23 2 0 24 Feb 2023
Secure Distributed Optimization Under Gradient Attacks Shuhua Yu S. Kar 37 14 0 28 Oct 2022
Design and Analysis of Robust Resilient Diffusion over Multi-Task Networks Against Byzantine Attacks Tao Yu R. D. Lamare Yi Yu OOD AAML 17 0 0 25 Jun 2022
Byzantine-Resilient Decentralized Stochastic Optimization with Robust Aggregation Rules Zhaoxian Wu Tianyi Chen Qing Ling 31 36 0 09 Jun 2022
Byzantine Fault Tolerance in Distributed Machine Learning : a Survey Djamila Bouhata Hamouma Moumen Moumen Hamouma Ahcène Bounceur AI4CE 31 7 0 05 May 2022
Bristle: Decentralized Federated Learning in Byzantine, Non-i.i.d. Environments Joost Verbraeken M. Vos J. Pouwelse 31 4 0 21 Oct 2021
Decentralized Federated Learning: Balancing Communication and Computing Costs Wei Liu Li Chen Wenyi Zhang FedML 27 106 0 26 Jul 2021
Secure Distributed Training at Scale Eduard A. Gorbunov Alexander Borzunov Michael Diskin Max Ryabinin FedML 26 15 0 21 Jun 2021
Distributed Machine Learning for Wireless Communication Networks: Techniques, Architectures, and Applications Shuyan Hu Xiaojing Chen Wei Ni Ekram Hossain Xin Wang AI4CE 50 111 0 02 Dec 2020
Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous, Asynchronous and Nonconvex Learning) El-Mahdi El-Mhamdi Sadegh Farhadkhani R. Guerraoui Arsany Guirguis L. Hoang Sébastien Rouault FedML 26 64 0 03 Aug 2020
Resilience in Collaborative Optimization: Redundant and Independent Cost Functions Nirupam Gupta Nitin H. Vaidya 30 18 0 21 Mar 2020
Byzantine-Resilient Distributed Optimization of Multi-Dimensional Functions K. Kuwaranancharoen Lei Xin S. Sundaram 22 39 0 19 Mar 2020
The Internet of Things: Secure Distributed Inference Yuan Chen S. Kar José M. F. Moura 16 60 0 24 Jun 2018
Securing Distributed Gradient Descent in High Dimensional Statistical Learning Lili Su Jiaming Xu FedML 137 35 0 26 Apr 2018