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: |
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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.