Study of attacks on federated learning

• Main Author: Thung, Jia Cheng
• Other Authors: Yeo Chai Kiat
• 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/10356/154018
• Institution: Nanyang Technological University

In today’s era, people are becoming more aware of the data privacy issues that traditional centralised machine learning can cause while bringing convenience to every day’s lives. To tackle the problem, Federated Learning becomes an emerging alternative for distributed training of large scale deep ne...