Privacy-preserving data sharing for the future economy

• Main Author: Sea, Xin
• Other Authors: Wang Huaxiong
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/166478
• Institution: Nanyang Technological University

Preserving data privacy is a rising concern as the advancement in artificial intelligence relies heavily on data. Differential Privacy offered a precisely defined and mathematically rigorous concept, that ensured robust and meaningful privacy preservation. One promising implementation of the concept...