PPDP-PCAO: An Efficient High-Dimensional Data Releasing Method With Differential Privacy Protection

PPDP-PCAO: An Efficient High-Dimensional Data Releasing Method With Differential Privacy Protection

Privacy protection in data publishing is an extremely important issue that has been the focus of extensive research in recent years. However, the existing methods have a host of limitations, especially for high-dimensional data publishing. Aiming at the problem of poor availability of publishing res...

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Bibliographic Details
Main Authors: Wanjie Li, Xing Zhang, Xiaohui Li, Guanghui Cao, Qingyun Zhang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Differential privacy
evaluation mechanism
high-dimensional data
mutual information
principal component analysis optimization
Online Access:https://ieeexplore.ieee.org/document/8924645/

Internet

https://ieeexplore.ieee.org/document/8924645/

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