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@article{ART001870270},
author={최병하 and Kyungsan CHO},
title={Comparison of HMM and SVM schemes in detecting mobile Botnet},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2014},
volume={19},
number={4},
pages={81-90}

TY - JOUR
AU - 최병하
AU - Kyungsan CHO
TI - Comparison of HMM and SVM schemes in detecting mobile Botnet
JO - Journal of The Korea Society of Computer and Information
PY - 2014
VL - 19
IS - 4
PB - The Korean Society Of Computer And Information
SP - 81
EP - 90
SN - 1598-849X
AB - As mobile devices have become widely used and developed, PC based malwares can be movingtowards mobile-based units. In particular, mobile Botnet reuses powerful malicious behavior ofPC-based Botnet or add new malicious techniques. Different from existing PC-based Botnetdetection schemes, mobile Botnet detection schemes are generally host-based. It is because mobileBotnet has various attack vectors and it is difficult to inspect all the attack vector at the sametime. In this paper, to overcome limitations of host-based scheme, we compare two network-basedschemes which detect mobile Botnet by applying HMM and SVM techniques. Through theverification analysis under real Botnet attacks, we present detection rates and detection properties of two schemes.
KW - Mobile Botnet;Detection System;HMM;SVM;Detection Rate
DO -
UR -
ER -

최병하 and Kyungsan CHO. (2014). Comparison of HMM and SVM schemes in detecting mobile Botnet. Journal of The Korea Society of Computer and Information, 19(4), 81-90.

최병하 and Kyungsan CHO. 2014, "Comparison of HMM and SVM schemes in detecting mobile Botnet", Journal of The Korea Society of Computer and Information, vol.19, no.4 pp.81-90.

최병하, Kyungsan CHO "Comparison of HMM and SVM schemes in detecting mobile Botnet" Journal of The Korea Society of Computer and Information 19.4 pp.81-90 (2014) : 81.

최병하, Kyungsan CHO. Comparison of HMM and SVM schemes in detecting mobile Botnet. 2014; 19(4), 81-90.

최병하 and Kyungsan CHO. "Comparison of HMM and SVM schemes in detecting mobile Botnet" Journal of The Korea Society of Computer and Information 19, no.4 (2014) : 81-90.

최병하; Kyungsan CHO. Comparison of HMM and SVM schemes in detecting mobile Botnet. Journal of The Korea Society of Computer and Information, 19(4), 81-90.

최병하; Kyungsan CHO. Comparison of HMM and SVM schemes in detecting mobile Botnet. Journal of The Korea Society of Computer and Information. 2014; 19(4) 81-90.

최병하, Kyungsan CHO. Comparison of HMM and SVM schemes in detecting mobile Botnet. 2014; 19(4), 81-90.

최병하 and Kyungsan CHO. "Comparison of HMM and SVM schemes in detecting mobile Botnet" Journal of The Korea Society of Computer and Information 19, no.4 (2014) : 81-90.