Secure Aggregation for Federated Learning in Flower

Secure Aggregation for Federated Learning in Flower

12 May 2022

Pedro Porto Buarque de Gusmão

Daniel J. Beutel

Nicholas D. Lane

Papers citing "Secure Aggregation for Federated Learning in Flower"

10 / 10 papers shown

Title
Differential Privacy-Driven Framework for Enhancing Heart Disease Prediction Yazan Otoum Amiya Nayak 37 0 0 25 Apr 2025
Technical Insights and Legal Considerations for Advancing Federated Learning in Bioinformatics Daniele Malpetti Marco Scutari Francesco Gualdi Jessica van Setten Sander van der Laan Saskia Haitjema Aaron Mark Lee Isabelle Hering Francesca Mangili FedML AI4CE 109 1 0 12 Mar 2025
Enhancing Privacy in the Early Detection of Sexual Predators Through Federated Learning and Differential Privacy Khaoula Chehbouni Martine De Cock Gilles Caporossi Afaf Taik Reihaneh Rabbany G. Farnadi 78 0 0 21 Jan 2025
Federated learning with differential privacy and an untrusted aggregator Kunlong Liu Trinabh Gupta 52 0 0 17 Dec 2023
MetisFL: An Embarrassingly Parallelized Controller for Scalable & Efficient Federated Learning Workflows Dimitris Stripelis Chrysovalantis Anastasiou Patrick Toral Armaghan Asghar J. Ambite 39 1 0 01 Nov 2023
Federated Learning on Patient Data for Privacy-Protecting Polycystic Ovary Syndrome Treatment Lucía Morris Tori Qiu Nikhil Raghuraman 27 0 0 22 Aug 2023
CATFL: Certificateless Authentication-based Trustworthy Federated Learning for 6G Semantic Communications Gaolei Li Yuanyuan Zhao Yi Li 23 13 0 01 Feb 2023
ScionFL: Efficient and Robust Secure Quantized Aggregation Y. Ben-Itzhak Helen Mollering Benny Pinkas T. Schneider Ajith Suresh Oleksandr Tkachenko S. Vargaftik Christian Weinert Hossein Yalame Avishay Yanai 40 6 0 13 Oct 2022
Protea: Client Profiling within Federated Systems using Flower Wanru Zhao Xinchi Qiu Javier Fernandez-Marques Pedro Porto Buarque de Gusmão Nicholas D. Lane 29 6 0 03 Jul 2022
Machine Learning for Microcontroller-Class Hardware: A Review Swapnil Sayan Saha S. Sandha Mani B. Srivastava 29 118 0 29 May 2022