Blockchain and federated learning for data sharing in vehicular network

• Main Author: Qiu, Stanley
• Other Authors: Guan Yong Liang
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/158055
• Institution: Nanyang Technological University

A relatively new development in the field of machine learning, is the federated learning framework. It was mainly developed to preserve the privacy of data contributors in the process of collective machine learning training and data mining. Federated learning, however, have a weakness in that the gl...