Privacy-preserving data analytics

• Main Author: Zhao, Yang
• Other Authors: Jun Zhao
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/160032
• Institution: Nanyang Technological University

Massive volumes of sensitive information are being collected for data analytics and machine learning, such as large scale Internet of Things (IoT) data. Some IoT data contain users’ confidential information, for example, energy consumption or location data. These data may expose a family’s habits an...