Privacy Preserving Federated Learning
Title: Privacy Preserving Federated Learning
DNr: Berzelius-2024-339
Project Type: LiU Berzelius
Principal Investigator: Sargam Gupta <sargam.gupta@umu.se>
Affiliation: Umeå universitet
Duration: 2024-10-01 – 2025-04-01
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.