Attacks on federated learning and defense strategy

Smartphone devices have become part of our daily lives, and with a simple touch, users are contributing to Machine Learning (ML). Federated Learning is new privacy-preserving collaborative learning technique that addresses the problem of conventional ML. Nevertheless, it still has a broad attack sur...

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Bibliographic Details
Main Author: Loh, Yuanchao
Other Authors: Yu Han
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/153254