A Distributional Model of Sensitive Values on p-Sensitive in Multiple Sensitive Attributes

Widodo; Wahyu Catur Wibowo

doi:10.1109/ICICOS.2018.8621698

A Distributional Model of Sensitive Values on p-Sensitive in Multiple Sensitive Attributes

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Widodo, Wahyu Catur Wibowo

2018 2018 2nd International Conference on Informatics and Computational Sciences, ICICoS 2018 Conference paper Cited by 9

Abstract

Privacy preserving data publishing is a growing research in computer science. Many of study on this research focus on single sensitive attribute. While many of multiple sensitive attributes researches do not set the sensitive attribute distribution. It is necessary for ensuring p-sensitive property since multiple sensitive attributes not just apply the model in single sensitive attribute. It needs more setting. This research discusses a distribution model to set sensitive attribute values when p-sensitive is applied on multiple sensitive attributes. We build a rule to distribute sensitive values. The result shows that this distribution model satisfies privacy guarantee that is provided by p-sensitive. © 2018 IEEE.

Affiliations

Department of Informatics Education, Universitas Negeri Jakarta, Jakarta, Indonesia; Faculty of Computer Science, University of Indonesia, Jakarta, Indonesia

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