Jinoh Kim

A survey of deep learning-based network anomaly detection

Donghwoon Kwon, Hyunjoo Kim, Jinoh Kim et al. · Cluster Computing · 2017 · 754 citations

Anomaly Detection, Machine Learning, Data Science +6

An Empirical Study on Network Anomaly Detection Using Convolutional Neural Networks

Donghwoon Kwon, Kathiravan Natarajan, Sang C. Suh et al. · 2018 · 146 citations

Convolutional Neural Network, Anomaly Detection, Machine Learning +17

An Empirical Evaluation of Deep Learning for Network Anomaly Detection

Ritesh K. Malaiya, Donghwoon Kwon, Sang C. Suh et al. · IEEE Access · 2019 · 85 citations · Full text

Convolutional Neural Network, Anomaly Detection, Machine Learning +16

An Encoding Technique for CNN-based Network Anomaly Detection

Taejoon Kim, Sang C. Suh, Hyunjoo Kim et al. · 2018 · 71 citations

Encoding Technique, Anomaly Detection, Machine Learning +14

5G-NIDD: A Comprehensive Network Intrusion Detection Dataset Generated over 5G Wireless Network

Sehan Samarakoon, Yushan Siriwardhana, Pawani Porambage et al. · arXiv (Cornell University) · 2022 · 69 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17