A privacy-preserving data valuation visualization system

• Main Author: Yap, Rong Yu
• 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/10356/153309
• Institution: Nanyang Technological University

Data is increasingly being regulated by the governments, making it difficult to conduct collaborative machine learning without violating the regulation. This leads to the increased interest in federated learning as data is processed at the client-side. However, stakeholders are hesitant to participa...