Developing a blockchain-based framework for decentralised federated edge learning

• 主要作者: Koh, Nicholas Hong Soo
• 其他作者: Dusit Niyato
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2021
• 主題: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• 在線閱讀: https://hdl.handle.net/10356/153771
• 機構: 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...