Jee-Tae Park, Ui-Jun Baek, Min-Seong Lee, Young-Hoon Goo, Sung-Ho Lee, Myung-Sup Kim, Vol. 15, No. 10, October 31, 2021
10.3837/tiis.2021.10.016

• Traffic Classification
• Flow Correlation Index
• Malicious Traffic Detection
• Flow Information

Junwei Li, Zhisong Pan, Vol. 14, No. 11, November 30, 2020
10.3837/tiis.2020.11.001

• Traffic Classification
• Deep Learning
• Convolution Neural Network
• stack auto encoder
• long short-term memory network

Kyu-Seok Shim, Young-Hoon Goo, Dongcheul Lee2, Myung-Sup Kim, Vol. 13, No. 3, March 30, 2019
10.3837/tiis.2019.03.009

• Automatic
• Traffic Classification
• association rule mining
• Payload Signature

Ji Young Lee, Tack Woo, Vol. 12, No. 5, May 30, 2018
10.3837/tiis.2018.05.022

• Traffic Classification
• Unsupervised learning
• k-nearest neighbor
• clustering

Jae-Hyun Ham, Hyun-Min An, Myung-Sup Kim, Vol. 8, No. 7, July 28, 2014
10.3837/tiis.2014.07.004

• Application-Level Traffic Classification
• Application identification
• Statistical Signature
• Signature-based Classification
• Statistics-based Classification

Mi-Jung Choi, Jun-Sang Park, Myung-Sup Kim, Vol. 8, No. 3, March 30, 2014
10.3837/tiis.2014.03.007

• Application-Level Traffic Classification
• signature-based classifier
• behavior algorithm
• correlation algorithm
• integrated classification

Dai hwan.Lim, Byung Ho.Rhee, Vol. 6, No. 9, September 25, 2012
10.3837/tiis.2012.09.012

• Traffic Classification
• Unsupervised learning
• k-nearest neighbor
• clustering

Jaehak Yu, Hansung Lee, Younghee Im, Myung-Sup Kim, Daihee Park, Vol. 4, No. 5, October 29, 2010
10.3837/tiis.2010.10.009

• Traffic monitoring and analysis
• Traffic Classification
• P2P traffic analysis
• Support Vector Machine
• attribute subset selection

Yi Zeng, Thomas M. Chen, Vol. 3, No. 2, April 24, 2009
10.3837/tiis.2009.02.001

• Traffic Classification
• Unsupervised learning
• k-nearest neighbor
• clustering