Algorithms for synthetic data release under differential privacy

• Main Author: Zhang, Jun
• Other Authors: Xiao Xiaokui
• Format: Theses and Dissertations
• Language: English
• Published: 2016
• Subjects: DRNTU::Engineering::Computer science and engineering::Information systems::Database management
• Online Access: https://hdl.handle.net/10356/69204
• Institution: Nanyang Technological University

Releasing sensitive data while preserving privacy is an important problem that has attracted considerable attention in recent years. The state-of-the-art paradigm for addressing this problem is differential privacy, which offers a strong degree of privacy protection without making restrictive assump...