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@article{ART002277299},
author={Seonghoon Jeong and Huy-Kang Kim and Jiyoung Woo},
title={The big data analysis framework of information security policy based on security incidents},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2017},
volume={22},
number={10},
pages={73-81},
doi={10.9708/jksci.2017.22.10.073}

TY - JOUR
AU - Seonghoon Jeong
AU - Huy-Kang Kim
AU - Jiyoung Woo
TI - The big data analysis framework of information security policy based on security incidents
JO - Journal of The Korea Society of Computer and Information
PY - 2017
VL - 22
IS - 10
PB - The Korean Society Of Computer And Information
SP - 73
EP - 81
SN - 1598-849X
AB - In this paper, we propose an analysis framework to capture the trends of information security incidents and evaluate the security policy based on the incident analysis. We build a big data from news media collecting security incidents news and policy news, identify key trends in information security from this, and present an analytical method for evaluating policies from the point of view of incidents. In more specific, we propose a network-based analysis model that allows us to easily identify the trends of information security incidents and policy at a glance, and a cosine similarity measure to find important events from incidents and policy announcements.
KW - big data;information security policy;information security incident;text analysis;policy evaluation
DO - 10.9708/jksci.2017.22.10.073
ER -

Seonghoon Jeong, Huy-Kang Kim and Jiyoung Woo. (2017). The big data analysis framework of information security policy based on security incidents. Journal of The Korea Society of Computer and Information, 22(10), 73-81.

Seonghoon Jeong, Huy-Kang Kim and Jiyoung Woo. 2017, "The big data analysis framework of information security policy based on security incidents", Journal of The Korea Society of Computer and Information, vol.22, no.10 pp.73-81. Available from: doi:10.9708/jksci.2017.22.10.073

Seonghoon Jeong, Huy-Kang Kim, Jiyoung Woo "The big data analysis framework of information security policy based on security incidents" Journal of The Korea Society of Computer and Information 22.10 pp.73-81 (2017) : 73.

Seonghoon Jeong, Huy-Kang Kim, Jiyoung Woo. The big data analysis framework of information security policy based on security incidents. 2017; 22(10), 73-81. Available from: doi:10.9708/jksci.2017.22.10.073

Seonghoon Jeong, Huy-Kang Kim and Jiyoung Woo. "The big data analysis framework of information security policy based on security incidents" Journal of The Korea Society of Computer and Information 22, no.10 (2017) : 73-81.doi: 10.9708/jksci.2017.22.10.073

Seonghoon Jeong; Huy-Kang Kim; Jiyoung Woo. The big data analysis framework of information security policy based on security incidents. Journal of The Korea Society of Computer and Information, 22(10), 73-81. doi: 10.9708/jksci.2017.22.10.073

Seonghoon Jeong; Huy-Kang Kim; Jiyoung Woo. The big data analysis framework of information security policy based on security incidents. Journal of The Korea Society of Computer and Information. 2017; 22(10) 73-81. doi: 10.9708/jksci.2017.22.10.073

Seonghoon Jeong, Huy-Kang Kim, Jiyoung Woo. The big data analysis framework of information security policy based on security incidents. 2017; 22(10), 73-81. Available from: doi:10.9708/jksci.2017.22.10.073

Seonghoon Jeong, Huy-Kang Kim and Jiyoung Woo. "The big data analysis framework of information security policy based on security incidents" Journal of The Korea Society of Computer and Information 22, no.10 (2017) : 73-81.doi: 10.9708/jksci.2017.22.10.073