Fedstellar: A Platform for Decentralized Federated Learning

Fedstellar: A Platform for Decentralized Federated Learning

16 June 2023

Enrique Tomás Martínez Beltrán

Pedro Miguel Sánchez Sánchez

Sergio López Bernal

Gregorio Martínez Pérez

Alberto Huertas Celdrán

Papers citing "Fedstellar: A Platform for Decentralized Federated Learning"

15 / 15 papers shown

Title
Demo: A Practical Testbed for Decentralized Federated Learning on Physical Edge Devices Chao Feng Nicolas Huber Alberto Huertas Celdrán Gérome Bovet Burkhard Stiller FedML 51 0 0 12 May 2025
Towards a Distributed Federated Learning Aggregation Placement using Particle Swarm Intelligence Amir Ali-Pour Sadra Bekrani Laya Samizadeh Julien Gascon-Samson FedML 42 0 0 22 Apr 2025
ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes Pedro Miguel Sánchez Sánchez Enrique Tomás Martínez Beltrán Miguel Fernández Llamas Gérome Bovet Gregorio Martínez Pérez Alberto Huertas Celdrán FedML 87 0 0 15 Dec 2024
Blockchain Meets LLMs: A Living Survey on Bidirectional Integration Jianghao Gong Peiqi Yan Yue Zhang Hongli An Logan Liu 77 0 0 25 Nov 2024
Leveraging MTD to Mitigate Poisoning Attacks in Decentralized FL with Non-IID Data Chao Feng Alberto Huertas Celdrán Zien Zeng Zi Ye Jan von der Assen Gérome Bovet Burkhard Stiller AAML 38 0 0 28 Sep 2024
DART: A Solution for Decentralized Federated Learning Model Robustness Analysis Chao Feng Alberto Huertas Celdrán Jan von der Assen Enrique Tomás Martínez Beltrán Gérome Bovet Burkhard Stiller OOD AAML 54 8 0 11 Jul 2024
Impact of Network Topology on Byzantine Resilience in Decentralized Federated Learning Siddhartha Bhattacharya Daniel Helo Joshua Siegel 57 1 0 06 Jul 2024
Advances in Robust Federated Learning: A Survey with Heterogeneity Considerations Chuan Chen Tianchi Liao Xiaojun Deng Zihou Wu Sheng Huang Zibin Zheng FedML 44 1 0 16 May 2024
Voyager: MTD-Based Aggregation Protocol for Mitigating Poisoning Attacks on DFL Chao Feng Alberto Huertas Celdrán Michael Vuong Gérome Bovet Burkhard Stiller AAML 24 1 0 12 Oct 2023
Sentinel: An Aggregation Function to Secure Decentralized Federated Learning Chao Feng Alberto Huertas Celdrán Janosch Baltensperger Enrique Tomás Martínez Beltrán Gérome Bovet Burkhard Stiller 41 6 0 12 Oct 2023
TemporalFED: Detecting Cyberattacks in Industrial Time-Series Data Using Decentralized Federated Learning Á. Gómez Enrique Tomás Martínez Beltrán Pedro Miguel Sánchez Sánchez Alberto Huertas Celdrán 21 2 0 07 Aug 2023
Mitigating Communications Threats in Decentralized Federated Learning through Moving Target Defense Enrique Tomás Martínez Beltrán Pedro Miguel Sánchez Sánchez Sergio López Bernal Gérome Bovet Manuel Gil Pérez Gregorio Martínez Pérez Alberto Huertas Celdrán AAML 23 7 0 21 Jul 2023
Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges Enrique Tomás Martínez Beltrán Mario Quiles Pérez Pedro Miguel Sánchez Sánchez Sergio López Bernal Gérome Bovet M. Pérez Gregorio Martínez Pérez Alberto Huertas Celdrán FedML 40 223 0 15 Nov 2022
FedML: A Research Library and Benchmark for Federated Machine Learning Chaoyang He Songze Li Jinhyun So Xiao Zeng Mi Zhang ... Yang Liu Ramesh Raskar Qiang Yang M. Annavaram Salman Avestimehr FedML 168 566 0 27 Jul 2020
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,599 0 17 Apr 2017