Proceedings of the 2nd International Conference on Electronics, Network and Computer Engineering (ICENCE 2016)

A privacy protection algorithm based on hierarchical multiple sensitive attributes allowed by least mean square criterion

Authors
Tao Cui, Jijia Yang, Nan Meng, Wei Xie
Corresponding Author
Tao Cui
Available Online September 2016.
DOI
https://doi.org/10.2991/icence-16.2016.114How to use a DOI?
Keywords
Information Security; L-diversity; privacy Protection
Abstract

Based on L-diversity multiple sensitive modules, a hierarchical multiple sensitive attributes algorithm is proposed according to least mean square criterion --- L-LMSU (L-Least Mean Square Uniqueness). The algorithm makes a hierarchical strategy according to the frequencies of the whole attributes firstly. Beyond the hierarchical strategy, the algorithm could decrease the hidden loss because of non-uniform distribution of attributes when releasing privacy data in groups. Analysis and experiments show that L-LMSU is with linear time complexity and could improve the availability of released privacy data and time performances effectively.

Copyright
© 2016, 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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Volume Title
Proceedings of the 2nd International Conference on Electronics, Network and Computer Engineering (ICENCE 2016)
Series
Advances in Computer Science Research
Publication Date
September 2016
ISBN
978-94-6252-229-9
ISSN
2352-538X
DOI
https://doi.org/10.2991/icence-16.2016.114How to use a DOI?
Copyright
© 2016, 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/).

Cite this article

TY  - CONF
AU  - Tao Cui
AU  - Jijia Yang
AU  - Nan Meng
AU  - Wei Xie
PY  - 2016/09
DA  - 2016/09
TI  - A privacy protection algorithm based on hierarchical multiple sensitive attributes allowed by least mean square criterion
BT  - Proceedings of the 2nd International Conference on Electronics, Network and Computer Engineering (ICENCE 2016)
PB  - Atlantis Press
SP  - 599
EP  - 605
SN  - 2352-538X
UR  - https://doi.org/10.2991/icence-16.2016.114
DO  - https://doi.org/10.2991/icence-16.2016.114
ID  - Cui2016/09
ER  -