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Journal Articles
- 2023
[j6]Chang-Yui Shin
, Jee-Tae Park, Ui-Jun Baek, Myung-Sup Kim:
A Feasible and Explainable Network Traffic Classifier Utilizing DistilBERT. IEEE Access 11: 70216-70237 (2023)- [j5]Jee-Tae Park, Chang-Yui Shin, Ui-Jun Baek, Myung-Sup Kim:
User Behavior Detection Using Multi-Modal Signatures of Encrypted Network Traffic. IEEE Access 11: 97353-97372 (2023) - 2022
- [j4]Huru Hasanova, Muhammad Tufail, Ui-Jun Baek, Jee-Tae Park, Myung-Sup Kim:
A novel blockchain-enabled heart disease prediction mechanism using machine learning. Comput. Electr. Eng. 101: 108086 (2022) - 2021
- [j3]Jee-Tae Park, Ui-Jun Baek, Min-Seong Lee, Young-Hoon Goo, Sung-Ho Lee, Myung-Sup Kim:
Flow based Sequential Grouping System for Malicious Traffic Detection. KSII Trans. Internet Inf. Syst. 15(10): 3771-3792 (2021) - 2020
- [j2]Young-Hoon Goo, Kyu-Seok Shim, Ui-Jun Baek, Myung-Sup Kim:
Two-Pathway Model for Enhancement of Protocol Reverse Engineering. KSII Trans. Internet Inf. Syst. 14(11): 4310-4330 (2020) - 2019
- [j1]Huru Hasanova, Ui-Jun Baek, Mu-Gon Shin, Kyunghee Cho, Myung-Sup Kim:
A survey on blockchain cybersecurity vulnerabilities and possible countermeasures. Int. J. Netw. Manag. 29(2) (2019)
Conference and Workshop Papers
- 2024
- [c15]Ui-Jun Baek, Min-Seong Lee, Jee-Tae Park, Jeong Woo Choi, Chang-Yui Shin, Ju-Sung Kim, Yoon-Seong Jang, Myung-Sup Kim:
Lightweight Multi-Input Shape CNN-based Application Traffic Classification. NOMS 2024: 1-5 - 2023
- [c14]Ui-Jun Baek, Min-Seong Lee, Jee-Tae Park, Jeong-Woo Choi, Chang-Yui Shin, Myung-Sup Kim:
Preprocessing and Analysis of an Open Dataset in Application Traffic Classification. APNOMS 2023: 227-230 - [c13]Min-Seong Lee, Jee-Tae Park, Ui-Jun Baek, Chang-Yui Shin, Jeong-Woo Choi, Myung-Sup Kim:
Lightweight-Heavyweight Hybrid Approach for Application Traffic Classification. APNOMS 2023: 314-317 - [c12]Jee-Tae Park, Ui-Jun Baek, Chang-Yui Shin, Min-Seong Lee, Jeong-Woo Choi, Myung-Sup Kim:
Network User Action Detection based on PSD Signature through Encrypted Traffic Analysis. APNOMS 2023: 318-321 - 2022
- [c11]Ui-Jun Baek, Boseon Kim, Jee-Tae Park, Jeong-Woo Choi, Myung-Sup Kim:
MISCNN: A Novel Learning Scheme for CNN-Based Network Traffic Classification. APNOMS 2022: 1-6 - [c10]Jee-Tae Park, Ui-Jun Baek, Myung-Sup Kim, Min-Seong Lee, Chang-Yui Shin:
Rule-based User Behavior Detection System for SaaS Application. APNOMS 2022: 1-4 - [c9]Jee-Tae Park, Chang-Yui Shin, Jeong-Woo Choi, Ui-Jun Baek, Min-Seong Lee, Myung-Sup Kim:
Automatic Rule Generation Method for User Action Detection from Traffic Data. ICTC 2022: 2037-2040 - 2020
- [c8]Young-Hoon Goo, Kyu-Seok Shim, Ui-Jun Baek, Jee-Tae Park, Mu-Gon Shin, Myung-Sup Kim:
An Automatic Protocol Reverse Engineering Approach from the Viewpoint of the TCP/IP Reference Model. APNOMS 2020: 43-48 - [c7]Ui-Jun Baek, Mu-Gon Shin, Min-Seong Lee, Boseon Kim, Jee-Tae Park, Myung-Sup Kim:
Comparison of Distance Measurement in Time Series Clustering for Predicting Bitcoin Prices. APNOMS 2020: 267-270 - 2019
- [c6]Ui-Jun Baek, Se-Hyun Ji, Jee-Tae Park, Min-Seob Lee, Jun-Sang Park, Myung-Sup Kim:
DDoS Attack Detection on Bitcoin Ecosystem using Deep-Learning. APNOMS 2019: 1-4 - [c5]Se-Hyun Ji, Ui-Jun Baek, Mu-Gon Shin, Young-Hoon Goo, Jun-Sang Park, Myung-Sup Kim:
Best Feature Selection using Correlation Analysis for Prediction of Bitcoin Transaction Count. APNOMS 2019: 1-6 - [c4]Mu-Gon Shin, Ui-Jun Baek, Kyu-Seok Shim, Jee-Tae Park, Sung-Ho Yoon, Myung-Sup Kim:
Block Analysis in Bitcoin System Using Clustering with Dimension Reduction. APNOMS 2019: 1-4 - 2018
- [c3]Ui-Jun Baek, Jee-Tae Park, Huru Hasanova, Myung-Sup Kim:
The Method of Seed Based Grouping Malicious Traffic by Deep-Learning. ICTC 2018: 701-705 - [c2]Jee-Tae Park, Young-Hoon Goo, Kyu-Seok Shim, Ui-Jun Baek, Myung-Sup Kim:
Network Attack Traffic Detection for Calculating Correlation of the Flow. ICTC 2018: 928-931 - [c1]Jee-Tae Park, Sung-Ho Lee, Young-Hoon Goo, Ui-Jun Baek, Myung-Sup Kim:
Network attack traffic detection using seed based sequential grouping model. NOMS 2018: 1-4
Coauthor Index
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