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Works (10)

Data Augmentation-Based Enhancement for Efficient Network Traffic Classification

IEEE Access
2025 | Journal article
DOI: 10.1109/ACCESS.2024.3525000
Contributors: Chang-Yui Shin; Yang-Seo Choi; Myung-Sup Kim
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A filter-and-refine approach to lightweight application traffic classification

ICT Express
2025-02 | Journal article
DOI: 10.1016/j.icte.2024.06.003
Contributors: Ui-Jun Baek; Jee-Tae Park; Yoon-Seong Jang; Ju-Sung Kim; Yang-Seo Choi; Myung-Sup Kim
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Crossref

A Feasible and Explainable Network Traffic Classifier Utilizing DistilBERT

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3293105
Contributors: Chang-Yui Shin; Jee-Tae Park; Ui-Jun Baek; Myung-Sup Kim
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Crossref

User Behavior Detection Using Multi-Modal Signatures of Encrypted Network Traffic

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3311889
Contributors: Jee-Tae Park; Chang-Yui Shin; Ui-Jun Baek; Myung-Sup Kim
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Crossref

A message keyword extraction approach by accurate identification of field boundaries

International Journal of Network Management
2021-07 | Journal article
DOI: 10.1002/nem.2140
Contributors: Young‐Hoon Goo; Kyu‐Seok Shim; Min‐Seob Lee; Myung‐Sup Kim
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Crossref

Clustering method in protocol reverse engineering for industrial protocols

International Journal of Network Management
2020-11 | Journal article
DOI: 10.1002/nem.2126
Contributors: Kyu‐Seok Shim; Young‐Hoon Goo; Min‐Seob Lee; Myung‐Sup Kim
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Crossref

A survey on blockchain cybersecurity vulnerabilities and possible countermeasures

International Journal of Network Management
2019-03 | Journal article
DOI: 10.1002/nem.2060
Contributors: Huru Hasanova; Ui‐jun Baek; Mu‐gon Shin; Kyunghee Cho; Myung‐Sup Kim
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A Survey of Automatic Protocol Reverse Engineering Approaches, Methods, and Tools on the Inputs and Outputs View

Security and Communication Networks
2018 | Journal article
DOI: 10.1155/2018/8370341
Contributors: Baraka D. Sija; Young-Hoon Goo; Kyu-Seok Shim; Huru Hasanova; Myung-Sup Kim
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Crossref

Effective behavior signature extraction method using sequence pattern algorithm for traffic identification

International Journal of Network Management
2018-03 | Journal article
DOI: 10.1002/nem.2011
Contributors: Kyu‐Seok Shim; Sung‐Ho Yoon; Baraka D. Sija; Jun‐Sang Park; Kyunghee Cho; Myung‐Sup Kim
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Crossref

Application traffic classification using payload size sequence signature

International Journal of Network Management
2017-09 | Journal article
DOI: 10.1002/nem.1981
Contributors: Kyu‐Seok Shim; Jae‐Hyun Ham; Baraka D. Sija; Myung‐Sup Kim
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Crossref

Peer review (2 reviews for 2 publications/grants)

Review activity for Computer networks. (1)
Review activity for Journal of network and systems management. (1)
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