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Search: "[ author: Shin DongIl ]" (3)

Host-Based Intrusion Detection Model Using Few-Shot Learning

Park DaeKyeong, Shin DongIl, Shin DongKyoo, Kim Sangsoo KIPS Transactions on Software and Data Engineering, Vol. 10, No. 7, pp. 271-278, Jul. 2021

https://doi.org/10.3745/KTSDE.2021.10.7.271
Keywords: Machine Learning, LID-DS, Few-Shot Learning, Siamese Network, HIDS

A Comparative Study of Machine Learning Algorithms Using LID-DS DataSet

Park DaeKyeong, Ryu KyungJoon, Shin DongIl, Shin DongKyoo, Park JeongChan, Kim JinGoog KIPS Transactions on Software and Data Engineering, Vol. 10, No. 3, pp. 91-98, Mar. 2021

https://doi.org/10.3745/KTSDE.2021.10.3.91
Keywords: Machine Learning, HIDS, NIDS, LID-DS

A Pre-processing Study to Solve the Problem of Rare Class Classification of Network Traffic Data

Ryu Kyung Joon, Shin DongIl, Shin DongKyoo, Park JeongChan, Kim JinGoog KIPS Transactions on Software and Data Engineering, Vol. 9, No. 12, pp. 411-418, Dec. 2020

https://doi.org/10.3745/KTSDE.2020.9.12.411
Keywords: Machine Learning, Rare Class, Semi Rare Class, pre-processing, Feature selection

Digital Library

Host-Based Intrusion Detection Model Using Few-Shot Learning

A Comparative Study of Machine Learning Algorithms Using LID-DS DataSet

A Pre-processing Study to Solve the Problem of Rare Class Classification of Network Traffic Data

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