Privacy-preserving graph representation learning

• Main Author: Lan, Xin
• Other Authors: Tay Wee Peng
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Engineering
• Online Access: https://hdl.handle.net/10356/178703
• Institution: Nanyang Technological University

Among the various machine learning algorithms created to handle data with underlying graph structures are graph neural networks. There are several disciplines in which graph representation learning is used. Graph neural networks in particular, as a novel kind of link prediction method, can extract h...