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ByRDiE: Byzantine-resilient distributed coordinate descent for decentralized learning

28 August 2017

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

29 / 29 papers shown

Title
Centroid Approximation for Byzantine-Tolerant Federated Learning Mélanie Cambus Darya Melnyk Tijana Milentijević Stefan Schmid FedML 10 0 0 18 Jun 2025
ImprovDML: Improved Trade-off in Private Byzantine-Resilient Distributed Machine Learning Bing Liu Chengcheng Zhao L. Chai Peng Cheng Yaonan Wang FedML 10 0 0 18 Jun 2025
Scalable Distributed Optimization of Multi-Dimensional Functions Despite Byzantine Adversaries K. Kuwaranancharoen Lei Xin S. Sundaram 71 5 0 11 Mar 2024
Mitigating Data Injection Attacks on Federated Learning O. Shalom Amir Leshem W. U. Bajwa 81 2 0 04 Dec 2023
Byzantine-Resilient Decentralized Multi-Armed Bandits Jingxuan Zhu Alec Koppel Alvaro Velasquez Ji Liu 73 6 0 11 Oct 2023
Secure Distributed Optimization Under Gradient Attacks Shuhua Yu S. Kar 90 15 0 28 Oct 2022
Robust Collaborative Learning with Linear Gradient Overhead Sadegh Farhadkhani R. Guerraoui Nirupam Gupta L. Hoang Rafael Pinot John Stephan FedML 73 16 0 22 Sep 2022
Design and Analysis of Robust Resilient Diffusion over Multi-Task Networks Against Byzantine Attacks Tao Yu R. D. Lamare Yi Yu OOD AAML 55 0 0 25 Jun 2022
Byzantine-Resilient Decentralized Stochastic Optimization with Robust Aggregation Rules Zhaoxian Wu Tianyi Chen Qing Ling 93 40 0 09 Jun 2022
Byzantine Fault Tolerance in Distributed Machine Learning : a Survey Djamila Bouhata Hamouma Moumen Moumen Hamouma Ahcène Bounceur AI4CE 86 8 0 05 May 2022
Bristle: Decentralized Federated Learning in Byzantine, Non-i.i.d. Environments Joost Verbraeken M. Vos J. Pouwelse 65 4 0 21 Oct 2021
Byzantine Fault-Tolerance in Federated Local SGD under 2f-Redundancy Nirupam Gupta Thinh T. Doan Nitin H. Vaidya FedML 61 11 0 26 Aug 2021
Decentralized Federated Learning: Balancing Communication and Computing Costs Wei Liu Li Chen Wenyi Zhang FedML 71 113 0 26 Jul 2021
Robust Distributed Optimization With Randomly Corrupted Gradients Berkay Turan César A. Uribe Hoi-To Wai M. Alizadeh 63 17 0 28 Jun 2021
Secure Distributed Training at Scale Eduard A. Gorbunov Alexander Borzunov Michael Diskin Max Ryabinin FedML 87 15 0 21 Jun 2021
BROADCAST: Reducing Both Stochastic and Compression Noise to Robustify Communication-Efficient Federated Learning He Zhu Qing Ling FedML AAML 146 13 0 14 Apr 2021
Byzantine Fault-Tolerance in Peer-to-Peer Distributed Gradient-Descent Nirupam Gupta Nitin H. Vaidya 53 15 0 28 Jan 2021
Approximate Byzantine Fault-Tolerance in Distributed Optimization Shuo Liu Nirupam Gupta Nitin H. Vaidya 84 43 0 22 Jan 2021
FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping Xiaoyu Cao Minghong Fang Jia Liu Neil Zhenqiang Gong FedML 186 659 0 27 Dec 2020
Distributed Machine Learning for Wireless Communication Networks: Techniques, Architectures, and Applications Shuyan Hu Xiaojing Chen Wei Ni Ekram Hossain Xin Wang AI4CE 108 115 0 02 Dec 2020
Byzantine Fault-Tolerant Distributed Machine Learning Using Stochastic Gradient Descent (SGD) and Norm-Based Comparative Gradient Elimination (CGE) Nirupam Gupta Shuo Liu Nitin H. Vaidya FedML 77 11 0 11 Aug 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 77 70 0 03 Aug 2020
Byzantine-Robust Decentralized Stochastic Optimization over Static and Time-Varying Networks Jie Peng Weiyu Li Qing Ling 79 19 0 12 May 2020
Byzantine-resilient Decentralized Stochastic Gradient Descent Shangwei Guo Tianwei Zhang Hanzhou Yu Xiaofei Xie Lei Ma Tao Xiang Yang Liu 73 48 0 20 Feb 2020
Distributed Learning in the Non-Convex World: From Batch to Streaming Data, and Beyond Tsung-Hui Chang Mingyi Hong Hoi-To Wai Xinwei Zhang Songtao Lu GNN 63 13 0 14 Jan 2020
Adversary-resilient Distributed and Decentralized Statistical Inference and Machine Learning: An Overview of Recent Advances Under the Byzantine Threat Model Zhixiong Yang Arpita Gang W. Bajwa OOD AAML 92 16 0 23 Aug 2019
BRIDGE: Byzantine-resilient Decentralized Gradient Descent Cheng Fang Zhixiong Yang W. Bajwa 80 101 0 21 Aug 2019
Byzantine Fault Tolerant Distributed Linear Regression Nirupam Gupta Nitin H. Vaidya 58 23 0 20 Mar 2019
The Internet of Things: Secure Distributed Inference Yuan Chen S. Kar José M. F. Moura 119 60 0 24 Jun 2018