Search Results for author: Jinoh Kim

Found 3 papers, 0 papers with code

Improving Botnet Detection with Recurrent Neural Network and Transfer Learning

no code implementations26 Apr 2021 Jeeyung Kim, Alex Sim, Jinoh Kim, Kesheng Wu, Jaegyoon Hahm

Botnet detection is a critical step in stopping the spread of botnets and preventing malicious activities.

Transfer Learning

Botnet Detection Using Recurrent Variational Autoencoder

no code implementations1 Apr 2020 Jeeyung Kim, Alex Sim, Jinoh Kim, Kesheng Wu

Botnets are increasingly used by malicious actors, creating increasing threat to a large number of internet users.

Line Detection

An Ensemble Approach toward Automated Variable Selection for Network Anomaly Detection

no code implementations28 Oct 2019 Makiya Nakashima, Alex Sim, Youngsoo Kim, Jonghyun Kim, Jinoh Kim

While variable selection is essential to optimize the learning complexity by prioritizing features, automating the selection process is preferred since it requires laborious efforts with intensive analysis otherwise.

Anomaly Detection Variable Selection

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