An improved privacy Apply algorithm in PINQ

DOI

10.2991/icmii-15.2015.156How to use a DOI?

Keywords

Differential privacy, PINQ, Vehicle information.

Abstract

It can save a lot of manpower and resources through the statistical traffic flow to manage the high speed road. But the weak protection of the vehicle information may make trouble. In this paper, an improved privacy algorithm named Apply based on the common implementation framework of differential privacy PINQ[1] is proposed to provide a better security protection. We compare the new Apply with the old Apply and another popular privacy preserving method K-Anonymization[2], and the experiments results demonstrate that the new Apply works better in security protection and data availability.

Copyright

© 2015, 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/).

Download article (PDF)

TY  - CONF
AU  - Qianying Li
PY  - 2015/10
DA  - 2015/10
TI  - An improved privacy Apply algorithm in PINQ
BT  - Proceedings of the 3rd International Conference on Mechatronics and Industrial Informatics
PB  - Atlantis Press
SP  - 892
EP  - 896
SN  - 2352-538X
UR  - https://doi.org/10.2991/icmii-15.2015.156
DO  - 10.2991/icmii-15.2015.156
ID  - Li2015/10
ER  -