@article{ART002524905},
author={Kim Soon Seok},
title={A Study on an Efficient and Robust Differential Privacy Scheme Using a Tag Field in Medical Environment},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2019},
volume={24},
number={11},
pages={109-117},
doi={10.9708/jksci.2019.24.11.109}
TY - JOUR
AU - Kim Soon Seok
TI - A Study on an Efficient and Robust Differential Privacy Scheme Using a Tag Field in Medical Environment
JO - Journal of The Korea Society of Computer and Information
PY - 2019
VL - 24
IS - 11
PB - The Korean Society Of Computer And Information
SP - 109
EP - 117
SN - 1598-849X
AB - Recently, the invasion of privacy in medical information has been issued following the interest in the secondary use of mass medical information. The mass medical information is very useful information that can be used in various fields such as disease research and prevention. However, due to privacy laws such as the Privacy Act and Medical Law, this information, including patients' or health professionals' personal information, is difficult to utilize as a secondary use of mass information. To do these problem, various methods such as k-anonymity, l-diversity and differential-privacy that can be utilized while protecting privacy have been developed and utilized in this field. In this paper, we discuss the differential privacy processing of the various methods that have been studied so far, and discuss the problems of differential privacy using Laplace noise and the previously proposed differential privacy. Finally, we propose a new scheme to solve the existing problem by adding a 1-bit status field to the last column of a given data set to confirm the response to queries from analysts.
KW - De-identification;Differential Privacy;Medical Information;Privacy Protection;Tag.
DO - 10.9708/jksci.2019.24.11.109
ER -
Kim Soon Seok. (2019). A Study on an Efficient and Robust Differential Privacy Scheme Using a Tag Field in Medical Environment. Journal of The Korea Society of Computer and Information, 24(11), 109-117.
Kim Soon Seok. 2019, "A Study on an Efficient and Robust Differential Privacy Scheme Using a Tag Field in Medical Environment", Journal of The Korea Society of Computer and Information, vol.24, no.11 pp.109-117. Available from: doi:10.9708/jksci.2019.24.11.109
Kim Soon Seok "A Study on an Efficient and Robust Differential Privacy Scheme Using a Tag Field in Medical Environment" Journal of The Korea Society of Computer and Information 24.11 pp.109-117 (2019) : 109.
Kim Soon Seok. A Study on an Efficient and Robust Differential Privacy Scheme Using a Tag Field in Medical Environment. 2019; 24(11), 109-117. Available from: doi:10.9708/jksci.2019.24.11.109
Kim Soon Seok. "A Study on an Efficient and Robust Differential Privacy Scheme Using a Tag Field in Medical Environment" Journal of The Korea Society of Computer and Information 24, no.11 (2019) : 109-117.doi: 10.9708/jksci.2019.24.11.109
Kim Soon Seok. A Study on an Efficient and Robust Differential Privacy Scheme Using a Tag Field in Medical Environment. Journal of The Korea Society of Computer and Information, 24(11), 109-117. doi: 10.9708/jksci.2019.24.11.109
Kim Soon Seok. A Study on an Efficient and Robust Differential Privacy Scheme Using a Tag Field in Medical Environment. Journal of The Korea Society of Computer and Information. 2019; 24(11) 109-117. doi: 10.9708/jksci.2019.24.11.109
Kim Soon Seok. A Study on an Efficient and Robust Differential Privacy Scheme Using a Tag Field in Medical Environment. 2019; 24(11), 109-117. Available from: doi:10.9708/jksci.2019.24.11.109
Kim Soon Seok. "A Study on an Efficient and Robust Differential Privacy Scheme Using a Tag Field in Medical Environment" Journal of The Korea Society of Computer and Information 24, no.11 (2019) : 109-117.doi: 10.9708/jksci.2019.24.11.109
