Ui-Jun Baek

Orcid: 0000-0002-4358-7839

According to our database1, Ui-Jun Baek authored at least 21 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
Lightweight Multi-Input Shape CNN-based Application Traffic Classification.
Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

2023
A Feasible and Explainable Network Traffic Classifier Utilizing DistilBERT.
IEEE Access, 2023

User Behavior Detection Using Multi-Modal Signatures of Encrypted Network Traffic.
IEEE Access, 2023

Network User Action Detection based on PSD Signature through Encrypted Traffic Analysis.
Proceedings of the 24st Asia-Pacific Network Operations and Management Symposium, 2023

Lightweight-Heavyweight Hybrid Approach for Application Traffic Classification.
Proceedings of the 24st Asia-Pacific Network Operations and Management Symposium, 2023

Preprocessing and Analysis of an Open Dataset in Application Traffic Classification.
Proceedings of the 24st Asia-Pacific Network Operations and Management Symposium, 2023

2022
A novel blockchain-enabled heart disease prediction mechanism using machine learning.
Comput. Electr. Eng., 2022

Automatic Rule Generation Method for User Action Detection from Traffic Data.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

Rule-based User Behavior Detection System for SaaS Application.
Proceedings of the 23rd Asia-Pacific Network Operations and Management Symposium, 2022

MISCNN: A Novel Learning Scheme for CNN-Based Network Traffic Classification.
Proceedings of the 23rd Asia-Pacific Network Operations and Management Symposium, 2022

2021
Flow based Sequential Grouping System for Malicious Traffic Detection.
KSII Trans. Internet Inf. Syst., 2021

2020
Two-Pathway Model for Enhancement of Protocol Reverse Engineering.
KSII Trans. Internet Inf. Syst., 2020

An Automatic Protocol Reverse Engineering Approach from the Viewpoint of the TCP/IP Reference Model.
Proceedings of the 21st Asia-Pacific Network Operations and Management Symposium, 2020

Comparison of Distance Measurement in Time Series Clustering for Predicting Bitcoin Prices.
Proceedings of the 21st Asia-Pacific Network Operations and Management Symposium, 2020

2019
A survey on blockchain cybersecurity vulnerabilities and possible countermeasures.
Int. J. Netw. Manag., 2019

Block Analysis in Bitcoin System Using Clustering with Dimension Reduction.
Proceedings of the 20th Asia-Pacific Network Operations and Management Symposium, 2019

Best Feature Selection using Correlation Analysis for Prediction of Bitcoin Transaction Count.
Proceedings of the 20th Asia-Pacific Network Operations and Management Symposium, 2019

DDoS Attack Detection on Bitcoin Ecosystem using Deep-Learning.
Proceedings of the 20th Asia-Pacific Network Operations and Management Symposium, 2019

2018
Network attack traffic detection using seed based sequential grouping model.
Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

Network Attack Traffic Detection for Calculating Correlation of the Flow.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2018

The Method of Seed Based Grouping Malicious Traffic by Deep-Learning.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2018


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