Privacy Preserving Mechanism for Multi-sensitive attributes Based on Time sequence

DOI

10.2991/csss-14.2014.57How to use a DOI?

Keywords

Privacy preserving; Time sequence;Markov chain; Multi-sensitive attributes

Abstract

Current privacy preserving data publishing techniques mostly concentrate on attributes of a single releasing. Nevertheless , most of the practical application may contain multiple release attributes. Directly applying the existing single release attribute to privacy preserving techniques often leads to unexpected private information leakage.This paper is first published by the time sequence introduced to several published data set problems, combined with the published data set Markov chain thought towards preserve data privacy. Experimental results show that the algorithm can effectively prevent the information loss of privacy, and enhance the security of the data release.

Copyright

© 2014, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Yang Qiuwei
AU  - Li Yingting
PY  - 2014/06
DA  - 2014/06
TI  - Privacy Preserving Mechanism for Multi-sensitive attributes Based on Time sequence
BT  - Proceedings of the 3rd International Conference on Computer Science and Service System
PB  - Atlantis Press
SP  - 246
EP  - 249
SN  - 1951-6851
UR  - https://doi.org/10.2991/csss-14.2014.57
DO  - 10.2991/csss-14.2014.57
ID  - Qiuwei2014/06
ER  -