Attacks on federated learning and defense strategy

• Main Author: Loh, Yuanchao
• Other Authors: Yu Han
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/153254
• Institution: Nanyang Technological University

Smartphone devices have become part of our daily lives, and with a simple touch, users are contributing to Machine Learning (ML). Federated Learning is new privacy-preserving collaborative learning technique that addresses the problem of conventional ML. Nevertheless, it still has a broad attack sur...