Yongjin KWON


Unsupervised Anomaly Detection Based on Clustering and Multiple One-Class SVM
Jungsuk SONG Hiroki TAKAKURA Yasuo OKABE Yongjin KWON 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2009/06/01
Vol. E92-B  No. 6  pp. 1981-1990
Type of Manuscript:  PAPER
Category: Fundamental Theories for Communications
Keyword: 
intrusion detection systemclusteringone-class SVManomaly detection
 Summary | Full Text:PDF

A Clustering Method for Improving Performance of Anomaly-Based Intrusion Detection System
Jungsuk SONG Kenji OHIRA Hiroki TAKAKURA Yasuo OKABE Yongjin KWON 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/05/01
Vol. E91-D  No. 5  pp. 1282-1291
Type of Manuscript:  Special Section PAPER (Special Section on Information and Communication System Security)
Category: Network Security
Keyword: 
intrusion detection systemclusteringdetection ratefalse positive rate
 Summary | Full Text:PDF