Study on attacks against federated learning

• Main Author: Tan, Ezekiel Wei Ren
• Other Authors: Yeo Chai Kiat
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/162847
• Institution: Nanyang Technological University

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...