KJCKorea
Journal Central

@article{ART002537023},
author={Kang Hyun Sun},
title={A Study on the Establishment of the IDS Using Machine Learning},
journal={Journal of Software Assessment and Valuation},
issn={2092-8114},
year={2019},
volume={15},
number={2},
pages={121-128},
doi={10.29056/jsav.2019.12.15}

TY - JOUR
AU - Kang Hyun Sun
TI - A Study on the Establishment of the IDS Using Machine Learning
JO - Journal of Software Assessment and Valuation
PY - 2019
VL - 15
IS - 2
PB - Korea Software Assessment and Valuation Society
SP - 121
EP - 128
SN - 2092-8114
AB - Computing systems have various vulnerabilities to cyber attacks. In particular, various cyber attacks that are intelligent in the information society have caused serious social problems and economic losses. Traditional security systems are based on misuse-based technology, which requires the continuous updating of new attack patterns and the real-time analysis of vast amounts of data generated by numerous security devices in order to accurately detect. However, traditional security systems are unable to respond through detection and analysis in real time, which can delay the recognition of intrusions and cause a lot of damage. Therefore, there is a need for a new security system that can quickly detect, analyze, and predict the ever-increasing cyber security threats based on machine learning and big data analysis models. In this paper, we present a IDS model that combines machine learning and big data technology.
KW - IDS;machine learning;cyber attack;big data;security
DO - 10.29056/jsav.2019.12.15
ER -

Kang Hyun Sun. (2019). A Study on the Establishment of the IDS Using Machine Learning. Journal of Software Assessment and Valuation, 15(2), 121-128.

Kang Hyun Sun. 2019, "A Study on the Establishment of the IDS Using Machine Learning", Journal of Software Assessment and Valuation, vol.15, no.2 pp.121-128. Available from: doi:10.29056/jsav.2019.12.15

Kang Hyun Sun "A Study on the Establishment of the IDS Using Machine Learning" Journal of Software Assessment and Valuation 15.2 pp.121-128 (2019) : 121.

Kang Hyun Sun. A Study on the Establishment of the IDS Using Machine Learning. 2019; 15(2), 121-128. Available from: doi:10.29056/jsav.2019.12.15

Kang Hyun Sun. "A Study on the Establishment of the IDS Using Machine Learning" Journal of Software Assessment and Valuation 15, no.2 (2019) : 121-128.doi: 10.29056/jsav.2019.12.15

Kang Hyun Sun. A Study on the Establishment of the IDS Using Machine Learning. Journal of Software Assessment and Valuation, 15(2), 121-128. doi: 10.29056/jsav.2019.12.15

Kang Hyun Sun. A Study on the Establishment of the IDS Using Machine Learning. Journal of Software Assessment and Valuation. 2019; 15(2) 121-128. doi: 10.29056/jsav.2019.12.15

Kang Hyun Sun. A Study on the Establishment of the IDS Using Machine Learning. 2019; 15(2), 121-128. Available from: doi:10.29056/jsav.2019.12.15

Kang Hyun Sun. "A Study on the Establishment of the IDS Using Machine Learning" Journal of Software Assessment and Valuation 15, no.2 (2019) : 121-128.doi: 10.29056/jsav.2019.12.15