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

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

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.

Original languageEnglish
Title of host publication2018 2nd International Conference on Informatics and Computational Sciences, ICICoS 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages169-173
Number of pages5
ISBN (Electronic)9781538674406
DOIs
Publication statusPublished - 22 Jan 2019
Event2nd International Conference on Informatics and Computational Sciences, ICICoS 2018 - Semarang, Indonesia
Duration: 30 Oct 201831 Oct 2018

Publication series

Name2018 2nd International Conference on Informatics and Computational Sciences, ICICoS 2018

Conference

Conference2nd International Conference on Informatics and Computational Sciences, ICICoS 2018
CountryIndonesia
CitySemarang
Period30/10/1831/10/18

Fingerprint

Data privacy
Computer science

Keywords

  • distribution
  • multiple sensitive attributes
  • p-sensitive
  • sensitive valu

Cite this

Widodo, & Wibowo, W. C. (2019). A Distributional Model of Sensitive Values on p-Sensitive in Multiple Sensitive Attributes. In 2018 2nd International Conference on Informatics and Computational Sciences, ICICoS 2018 (pp. 169-173). [8621698] (2018 2nd International Conference on Informatics and Computational Sciences, ICICoS 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICICOS.2018.8621698
Widodo, ; Wibowo, Wahyu Catur. / A Distributional Model of Sensitive Values on p-Sensitive in Multiple Sensitive Attributes. 2018 2nd International Conference on Informatics and Computational Sciences, ICICoS 2018. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 169-173 (2018 2nd International Conference on Informatics and Computational Sciences, ICICoS 2018).
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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.",
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Widodo, & Wibowo, WC 2019, A Distributional Model of Sensitive Values on p-Sensitive in Multiple Sensitive Attributes. in 2018 2nd International Conference on Informatics and Computational Sciences, ICICoS 2018., 8621698, 2018 2nd International Conference on Informatics and Computational Sciences, ICICoS 2018, Institute of Electrical and Electronics Engineers Inc., pp. 169-173, 2nd International Conference on Informatics and Computational Sciences, ICICoS 2018, Semarang, Indonesia, 30/10/18. https://doi.org/10.1109/ICICOS.2018.8621698

A Distributional Model of Sensitive Values on p-Sensitive in Multiple Sensitive Attributes. / Widodo, ; Wibowo, Wahyu Catur.

2018 2nd International Conference on Informatics and Computational Sciences, ICICoS 2018. Institute of Electrical and Electronics Engineers Inc., 2019. p. 169-173 8621698 (2018 2nd International Conference on Informatics and Computational Sciences, ICICoS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

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Widodo , Wibowo WC. A Distributional Model of Sensitive Values on p-Sensitive in Multiple Sensitive Attributes. In 2018 2nd International Conference on Informatics and Computational Sciences, ICICoS 2018. Institute of Electrical and Electronics Engineers Inc. 2019. p. 169-173. 8621698. (2018 2nd International Conference on Informatics and Computational Sciences, ICICoS 2018). https://doi.org/10.1109/ICICOS.2018.8621698