Differential privacy for survival analysis and user data collection

• Main Author: Nguyen, Thong T.
• Other Authors: Hui Siu Cheung
• Format: Theses and Dissertations
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Computer science and engineering::Information systems::Database management; DRNTU::Engineering::Computer science and engineering::Mathematics of computing::Probability and statistics
• Online Access: https://hdl.handle.net/10356/85347; http://hdl.handle.net/10220/48212
• Institution: Nanyang Technological University

Most of the personal information nowadays exist in the form of digital data which includes sensitive information such as medical records, credit card information, private instant messages, etc. In this research, we aim to investigate the data privacy problem in collecting and mining user sensitive i...