Howon Kim

Long Short Term Memory Recurrent Neural Network Classifier for Intrusion Detection

Jihyun Kim, Jae‐Hyun Kim, Thi-Thu-Huong Le et al. · 2016 · 633 citations

Engineering, Machine Learning, Data Science +10

Nonintrusive Load Monitoring Based on Advanced Deep Learning and Novel Signature

Jihyun Kim, Thi-Thu-Huong Le, Howon Kim · Computational Intelligence and Neuroscience · 2017 · 158 citations · Full text

XGBoost for Imbalanced Multiclass Classification-Based Industrial Internet of Things Intrusion Detection Systems

Thi-Thu-Huong Le, Yustus Eko Oktian, Howon Kim · Sustainability · 2022 · 140 citations · Full text

Anomaly Detection, Machine Learning, Engineering +23

An Effective Intrusion Detection Classifier Using Long Short-Term Memory with Gradient Descent Optimization

Thi-Thu-Huong Le, Jihyun Kim, Howon Kim · 2017 · 137 citations

Anomaly Detection, Machine Learning, Data Science +15

Network Intrusion Detection Based on Novel Feature Selection Model and Various Recurrent Neural Networks

Thi-Thu-Huong Le, Yongsu Kim, Howon Kim · Applied Sciences · 2019 · 107 citations · Full text

Anomaly Detection, Machine Learning, Engineering +18