Statistics release and privacy protection method of location big data based on deep learning

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Aiming at the problems of the unreasonable structure and the low efficiency of the traditional statistical partition and publishing of location big data, a deep learning-based statistical partition structure prediction method and a differential publishing method were proposed to enhance the efficacy...

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Bibliographic Details
Published in:Tongxin xuebao
Main Authors: Yan YAN, Yiming CONG, Mahmood Adnan, Quanzheng SHENG
Format: Article
Language:Chinese
Published: Editorial Department of Journal on Communications 2022-01-01
Subjects:
privacy protection data publishing
location privacy
private spatial decomposition
differential privacy
deep learning
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2022006/

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