Personalized Privacy-Preserving Federated Learning

C Boscher, N Benarba, F Elhattab… - Proceedings of the 25th …, 2024 - dl.acm.org
Federated Learning (FL) enables collaborative model training among several participants
while keeping local data private. However, FL remains vulnerable to privacy membership …

Usando técnicas de federated learning para aprimorar modelos de inteligência artificial no contexto das instituições públicas brasileiras

GA Souza - 2022 - bdtd.ibict.br
O uso de modelos de inteligência artificial tem se tornado frequente em diversas áreas do
conhecimento para resolver diferentes problemas eficientemente. Diante disso, diversas …

DINAR: Fine-Grained Privacy Preserving Federated Learning

C BOSCHER, F Elhattab, S Bouchenak - openreview.net
Federated Learning (FL) enables collaborative model training among several participants,
while keeping local data private at the participants' premises. However, despite its merits, FL …