| 2026 | COMPSAC | HEAR: A Harmonial Model of External Attention and 1D-Resnet for Network Traffic Classification Towards Agentic AI. | Chang-Yui Shin, Taekyoung Kwon, Ui-Jun Baek, Jun Lee |
| 2024 | NOMS | Lightweight Multi-Input Shape CNN-based Application Traffic Classification. | Ui-Jun Baek, Min-Seong Lee, Jee-Tae Park, Jeong Woo Choi, Chang-Yui Shin, Ju-Sung Kim, Yoon-Seong Jang, Myung-Sup Kim |
| 2023 | APNOMS | Preprocessing and Analysis of an Open Dataset in Application Traffic Classification. | Ui-Jun Baek, Min-Seong Lee, Jee-Tae Park, Jeong-Woo Choi, Chang-Yui Shin, Myung-Sup Kim |
| 2023 | APNOMS | Lightweight-Heavyweight Hybrid Approach for Application Traffic Classification. | Min-Seong Lee, Jee-Tae Park, Ui-Jun Baek, Chang-Yui Shin, Jeong-Woo Choi, Myung-Sup Kim |
| 2023 | APNOMS | Network User Action Detection based on PSD Signature through Encrypted Traffic Analysis. | Jee-Tae Park, Ui-Jun Baek, Chang-Yui Shin, Min-Seong Lee, Jeong-Woo Choi, Myung-Sup Kim |
| 2022 | APNOMS | MISCNN: A Novel Learning Scheme for CNN-Based Network Traffic Classification. | Ui-Jun Baek, Boseon Kim, Jee-Tae Park, Jeong-Woo Choi, Myung-Sup Kim |
| 2022 | APNOMS | Rule-based User Behavior Detection System for SaaS Application. | Jee-Tae Park, Ui-Jun Baek, Myung-Sup Kim, Min-Seong Lee, Chang-Yui Shin |
| 2020 | APNOMS | Comparison of Distance Measurement in Time Series Clustering for Predicting Bitcoin Prices. | Ui-Jun Baek, Mu-Gon Shin, Min-Seong Lee, Boseon Kim, Jee-Tae Park, Myung-Sup Kim |
| 2020 | APNOMS | An Automatic Protocol Reverse Engineering Approach from the Viewpoint of the TCP/IP Reference Model. | Young-Hoon Goo, Kyu-Seok Shim, Ui-Jun Baek, Jee-Tae Park, Mu-Gon Shin, Myung-Sup Kim |
| 2019 | APNOMS | DDoS Attack Detection on Bitcoin Ecosystem using Deep-Learning. | Ui-Jun Baek, Se-Hyun Ji, Jee-Tae Park, Min-Seob Lee, Jun-Sang Park, Myung-Sup Kim |
| 2019 | APNOMS | Best Feature Selection using Correlation Analysis for Prediction of Bitcoin Transaction Count. | Se-Hyun Ji, Ui-Jun Baek, Mu-Gon Shin, Young-Hoon Goo, Jun-Sang Park, Myung-Sup Kim |
| 2019 | APNOMS | Block Analysis in Bitcoin System Using Clustering with Dimension Reduction. | Mu-Gon Shin, Ui-Jun Baek, Kyu-Seok Shim, Jee-Tae Park, Sung-Ho Yoon, Myung-Sup Kim |
| 2018 | NOMS | Network attack traffic detection using seed based sequential grouping model. | Jee-Tae Park, Sung-Ho Lee, Young-Hoon Goo, Ui-Jun Baek, Myung-Sup Kim |