Differential Privacy on Spatio-Temporal Data
Yi Li, Bo Ning, Mei Bai, Yawen Zheng, Yu Wang
Available Online July 2016.
- https://doi.org/10.2991/iccia-17.2017.83How to use a DOI?
- spatio-temporal; differential privacy; score coefficient; sensitivity; prefix tree.
- In this paper, we consider the location and time factor together, and we give different location and time to add the corresponding score coefficient to distinguish between the sensitivity of location and time. We will be under strict differential privacy model study of spatio-temporal data. We propose an efficient data processing method, based on the hybrid granularity prefix tree structure. At the same time, several novel differential privacy budget allocation schemes are proposed.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Yi Li AU - Bo Ning AU - Mei Bai AU - Yawen Zheng AU - Yu Wang PY - 2016/07 DA - 2016/07 TI - Differential Privacy on Spatio-Temporal Data BT - 2nd International Conference on Computer Engineering, Information Science & Application Technology (ICCIA 2017) PB - Atlantis Press SN - 2352-538X UR - https://doi.org/10.2991/iccia-17.2017.83 DO - https://doi.org/10.2991/iccia-17.2017.83 ID - Li2016/07 ER -