Ikkyun 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

Cyber Threat Detection Based on Artificial Neural Networks Using Event Profiles

Jonghoon Lee, Jonghyun Kim, Ikkyun Kim et al. · IEEE Access · 2019 · 175 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

DTB-IDS: an intrusion detection system based on decision tree using behavior analysis for preventing APT attacks

Daesung Moon, Hyungjin Im, Ikkyun Kim et al. · The Journal of Supercomputing · 2015 · 153 citations

Hardware Security, Ddos Detection, Engineering +14

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

Network Traffic Analysis System Based on Data Engineering Methodology Using System Entity Structure

Taekyu Kim, Youngshin Han, Saehoon Cheon et al. · 2007 International Conference on Convergence Information Technology (ICCIT 2007) · 2007 · 72 citations

Internet Traffic Analysis, Engineering, Network Analysis +20