FL-APU: A Software Architecture to Ease Practical Implementation of Cross-Silo Federated Learning

FL-APU: A Software Architecture to Ease Practical Implementation of Cross-Silo Federated Learning

31 January 2025

J. A. Peregrina

ArXiv (abs)PDF HTML

Papers citing "FL-APU: A Software Architecture to Ease Practical Implementation of Cross-Silo Federated Learning"

18 / 18 papers shown

Title
NVIDIA FLARE: Federated Learning from Simulation to Real-World H. Roth Yan Cheng Yuhong Wen Isaac Yang Ziyue Xu ... Daguang Xu Nic Ma Prerna Dogra Mona G. Flores Andrew Feng FedML AI4CE 97 100 0 24 Oct 2022
Applied Federated Learning: Architectural Design for Robust and Efficient Learning in Privacy Aware Settings B. Stojković Jonathan Woodbridge Zhihan Fang Jerry Cai Andrey Petrov ... Daoyu Huang Patrick Yau Arvind Sastha Kumar Hitesh Jawa Anamita Guha FedML 66 10 0 02 Jun 2022
FLRA: A Reference Architecture for Federated Learning Systems Sin Kit Lo Qinghua Lu Hye-Young Paik Liming Zhu FedML AI4CE 129 25 0 22 Jun 2021
Towards Personalized Federated Learning A. Tan Han Yu Li-zhen Cui Qiang Yang FedML AI4CE 337 881 0 01 Mar 2021
Federated Learning on Non-IID Data Silos: An Experimental Study Yue Liu Yiqun Diao Quan Chen Bingsheng He FedML OOD 168 996 0 03 Feb 2021
Flower: A Friendly Federated Learning Research Framework Daniel J. Beutel Taner Topal Akhil Mathur Xinchi Qiu Javier Fernandez-Marques ... Lorenzo Sani Kwing Hei Li Titouan Parcollet Pedro Porto Buarque de Gusmão Nicholas D. Lane FedML 142 825 0 28 Jul 2020
IBM Federated Learning: an Enterprise Framework White Paper V0.1 Heiko Ludwig Nathalie Baracaldo Gegi Thomas Yi Zhou Ali Anwar ... Sean Laguna Mikhail Yurochkin Mayank Agarwal Ebube Chuba Annie Abay FedML 222 164 0 22 Jul 2020
Data Poisoning Attacks Against Federated Learning Systems Vale Tolpegin Stacey Truex Mehmet Emre Gursoy Ling Liu FedML 128 667 0 16 Jul 2020
Free-rider Attacks on Model Aggregation in Federated Learning Yann Fraboni Richard Vidal Marco Lorenzi FedML 85 131 0 21 Jun 2020
Robust Aggregation for Federated Learning Krishna Pillutla Sham Kakade Zaïd Harchaoui FedML 147 669 0 31 Dec 2019
Substra: a framework for privacy-preserving, traceable and collaborative Machine Learning M. Galtier Camille Marini 52 39 0 25 Oct 2019
Fog Computing as Privacy Enabler Frank Pallas Philip Raschke David Bermbach 74 31 0 09 Oct 2019
Federated Machine Learning: Concept and Applications Qiang Yang Yang Liu Tianjian Chen Yongxin Tong FedML 95 2,344 0 13 Feb 2019
Towards Federated Learning at Scale: System Design Keith Bonawitz Hubert Eichner W. Grieskamp Dzmitry Huba A. Ingerman ... H. B. McMahan Timon Van Overveldt David Petrou Daniel Ramage Jason Roselander FedML 128 2,678 0 04 Feb 2019
Federated Learning for Mobile Keyboard Prediction Andrew Straiton Hard Kanishka Rao Zhifeng Lin Swaroop Indra Ramaswamy Youjie Li S. Augenstein Alex Schwing M. Annavaram A. Avestimehr FedML 143 1,551 0 08 Nov 2018
How To Backdoor Federated Learning Eugene Bagdasaryan Andreas Veit Yiqing Hua D. Estrin Vitaly Shmatikov SILM FedML 148 1,935 0 02 Jul 2018
Exploiting Unintended Feature Leakage in Collaborative Learning Luca Melis Congzheng Song Emiliano De Cristofaro Vitaly Shmatikov FedML 167 1,489 0 10 May 2018
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 458 17,708 0 17 Feb 2016

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