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@article{ART002504186},
author={Jong-Hyun Lim and Kim Jong Wook},
title={Privacy-Preserving IoT Data Collection in Fog-Cloud Computing Environment},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2019},
volume={24},
number={9},
pages={43-49},
doi={10.9708/jksci.2019.24.09.043}

TY - JOUR
AU - Jong-Hyun Lim
AU - Kim Jong Wook
TI - Privacy-Preserving IoT Data Collection in Fog-Cloud Computing Environment
JO - Journal of The Korea Society of Computer and Information
PY - 2019
VL - 24
IS - 9
PB - The Korean Society Of Computer And Information
SP - 43
EP - 49
SN - 1598-849X
AB - Today, with the development of the internet of things, wearable devices related to personal health care have become widespread. Various global information and communication technology companies are developing various wearable health devices, which can collect personal health information such as heart rate, steps, and calories, using sensors built into the device. However, since individual health data includes sensitive information, the collection of irrelevant health data can lead to personal privacy issue. Therefore, there is a growing need to develop technology for collecting sensitive health data from wearable health devices, while preserving privacy. In recent years, local differential privacy (LDP), which enables sensitive data collection while preserving privacy, has attracted much attention. In this paper, we develop a technology for collecting vast amount of health data from a smartwatch device, which is one of popular wearable health devices, using local difference privacy. Experiment results with real data show that the proposed method is able to effectively collect sensitive health data from smartwatch users, while preserving privacy.
KW - e-Health;IoT;Data Collection;Local Differential Privacy;Fog-Cloud Computing
DO - 10.9708/jksci.2019.24.09.043
ER -

Jong-Hyun Lim and Kim Jong Wook. (2019). Privacy-Preserving IoT Data Collection in Fog-Cloud Computing Environment. Journal of The Korea Society of Computer and Information, 24(9), 43-49.

Jong-Hyun Lim and Kim Jong Wook. 2019, "Privacy-Preserving IoT Data Collection in Fog-Cloud Computing Environment", Journal of The Korea Society of Computer and Information, vol.24, no.9 pp.43-49. Available from: doi:10.9708/jksci.2019.24.09.043

Jong-Hyun Lim, Kim Jong Wook "Privacy-Preserving IoT Data Collection in Fog-Cloud Computing Environment" Journal of The Korea Society of Computer and Information 24.9 pp.43-49 (2019) : 43.

Jong-Hyun Lim, Kim Jong Wook. Privacy-Preserving IoT Data Collection in Fog-Cloud Computing Environment. 2019; 24(9), 43-49. Available from: doi:10.9708/jksci.2019.24.09.043

Jong-Hyun Lim and Kim Jong Wook. "Privacy-Preserving IoT Data Collection in Fog-Cloud Computing Environment" Journal of The Korea Society of Computer and Information 24, no.9 (2019) : 43-49.doi: 10.9708/jksci.2019.24.09.043

Jong-Hyun Lim; Kim Jong Wook. Privacy-Preserving IoT Data Collection in Fog-Cloud Computing Environment. Journal of The Korea Society of Computer and Information, 24(9), 43-49. doi: 10.9708/jksci.2019.24.09.043

Jong-Hyun Lim; Kim Jong Wook. Privacy-Preserving IoT Data Collection in Fog-Cloud Computing Environment. Journal of The Korea Society of Computer and Information. 2019; 24(9) 43-49. doi: 10.9708/jksci.2019.24.09.043

Jong-Hyun Lim, Kim Jong Wook. Privacy-Preserving IoT Data Collection in Fog-Cloud Computing Environment. 2019; 24(9), 43-49. Available from: doi:10.9708/jksci.2019.24.09.043

Jong-Hyun Lim and Kim Jong Wook. "Privacy-Preserving IoT Data Collection in Fog-Cloud Computing Environment" Journal of The Korea Society of Computer and Information 24, no.9 (2019) : 43-49.doi: 10.9708/jksci.2019.24.09.043