Jungsuk Song

Statistical analysis of honeypot data and building of Kyoto 2006+ dataset for NIDS evaluation

Jungsuk Song, Hiroki Takakura, Yasuo Okabe et al. · 2011 · 319 citations

Environmental Monitoring, Machine Learning, Engineering +26

Toward a more practical unsupervised anomaly detection system

Jungsuk Song, Hiroki Takakura, Yasuo Okabe et al. · Information Sciences · 2011 · 94 citations

Anomaly Detection, Machine Learning, Data Science +7

Cooperation of Intelligent Honeypots to Detect Unknown Malicious Codes

Jungsuk Song, Hiroki Takakura, Yasuo Okabe · 2008 · 42 citations

Engineering, Evasion Technique, Information Security +18

Unsupervised Anomaly Detection Based on Clustering and Multiple One-Class SVM

Jungsuk Song, Hiroki Takakura, Yasuo Okabe et al. · IEICE Transactions on Communications · 2009 · 39 citations

Support Vector Machine, Anomaly Detection, Machine Learning +14

A Generalized Feature Extraction Scheme to Detect 0-Day Attacks via IDS Alerts

Jungsuk Song, Hiroki Takakura, Yongjin Kwon · 2008 · 36 citations

Anomaly Detection, Machine Learning, Engineering +20