Conference paper2023

VIII Jornadas Nacionales de Investigación en Ciberseguridad (JNIC 2023)

Framework Seguro para Entrenar Modelos de Inteligencia Artificial Federados y Descentralizados

Abstract

Authors

Enrique Tomás Martínez BeltránPedro Miguel Sánchez SánchezSergio López BernalGérôme BovetManuel Gil PérezGregorio Martínez PérezAlberto Huertas Celdrán

Keywords

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Conference paper2023

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence

Fedstellar: a platform for training models in a privacy-preserving and decentralized fashion

Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán

This paper presents Fedstellar, a platform for training decentralized Federated Learning (FL) models in heterogeneous topologies in terms of the number of federation participants and their connections. Fedstellar allo...

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