Privacy preservation for linear and learning based inference systems

• Main Author: Wang, Chong Xiao
• Other Authors: Tay Wee Peng
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Information systems::Information systems applications; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/153057
• Institution: Nanyang Technological University

In the activities of data sharing and decentralized processing, data belonging to a user need to be transmitted to a third-party data processor or aggregator. However, the third-party unit may be curious about some private information hidden in the unprocessed data sent by the user, which poses trem...