HRR: a data cleaning approach preserving local differential privacy

For the sensitive data generated by the sensor, we can use the noise to protect the privacy of these data. However, because of the complicated collection environment of the sensor data, it is easy to obtain some disorderly data, and the data need to be cleaned before use. In this work, we establish...

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Bibliographic Details
Main Authors: Qilong Han, Qianqian Chen, Liguo Zhang, Kejia Zhang
Format: Article
Language:English
Published: SAGE Publishing 2018-12-01
Series:International Journal of Distributed Sensor Networks
Online Access:https://doi.org/10.1177/1550147718819938