Dynamic Release of Big Location Data Based on Adaptive Sampling and Differential Privacy

Data releasing is a key part bridging between the collection of big data and their applications. Traditional methods release the static version of dataset or publish the snapshot with a fixed sampling interval, which cannot meet the dynamic query requirements and query precision for big data. Moreov...

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Bibliographic Details
Main Authors: Yan Yan, Lianxiu Zhang, Quan Z. Sheng, Bingqian Wang, Xin Gao, Yiming Cong
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8890933/