Algorithms for synthetic data release under differential privacy

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...

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Bibliographic Details
Main Author: Zhang, Jun
Other Authors: Xiao Xiaokui
Format: Theses and Dissertations
Language:English
Published: 2016
Subjects:
Online Access:https://hdl.handle.net/10356/69204
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Institution: Nanyang Technological University
Language: English