Efficient multi-objective peer-to-peer federated learning

Machine learning (ML) had proliferated in recent years, leading to higher scrutiny of how the training dataset is collated from multiple sources. Due to privacy concerns, Federated Learning is implemented to ensure that users’ privacy is not violated in the process of using their data for ML model...

Full description

Bibliographic Details
Main Author: Pok, Jin Hwee
Other Authors: Anupam Chattopadhyay
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/165873