Study on attacks against federated learning

Federated learning is a decentralised form of machine learning, offering the benefits of large amounts of user data across multiple entities, but in a way that user data do not have to change hands. As data privacy concerns become more prevalent, and laws become more widespread, federated learning i...

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Bibliographic Details
Main Author: Tan, Ezekiel Wei Ren
Other Authors: Yeo Chai Kiat
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/162847