Privacy Preserving Federated Learning
Title: Privacy Preserving Federated Learning
DNr: Berzelius-2025-397
Project Type: LiU Berzelius
Principal Investigator: Vicenç Torra <vicenc.torra@umu.se>
Affiliation: Umeå universitet
Duration: 2025-11-19 – 2026-06-01
Classification: 10201
Keywords:

Abstract

I plan to work on personalised privacy-preserving framework for federated learning . I plan to experiment more with the federated settings and different privacy models like k-anonymity and differential privacy. I also plan to experiment with different privacy evaluation techniques for other existing mechanisms.