Developing a blockchain-based framework for decentralised federated edge learning

• Main Author: Koh, Nicholas Hong Soo
• Other Authors: Dusit Niyato
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/153771
• Institution: Nanyang Technological University

The introduction of the federated learning technique has brought about many benefits from disrupting the traditional centralised process of machine learning. Privacy can be preserved by avoiding the concentration of full data sets on a single central server, which is instead now distributed amongst...