JICS

1. Detection of Signs of Hostile Cyber Activity against External Networks based on Autoencoder

Hansol Park, Kookjin Kim, Jaeyeong Jeong, jisu Jang, Jaepil Youn, Dongkyoo Shin, Vol. 23, No. 6, pp. 39-48, Dec. 2022

10.7472/jksii.2022.23.6.39
Keywords: Anomaly Detection, Autoencoder, BGP Archive Data

2. A Research on Network Intrusion Detection based on Discrete Preprocessing Method and Convolution Neural Network

JiHoon Yoo, Byeongjun Min, Sangsoo Kim, Dongil Shin, Dongkyoo Shin, Vol. 22, No. 2, pp. 29-39, Apr. 2021

10.7472/jksii.2021.22.2.29
Keywords: NSL-KDD, Network intrusion detection, CNN, Discretization of Continuous

3. Network Intrusion Detection with One Class Anomaly Detection Model based on Auto Encoder

Byeoungjun Min, Jihoon Yoo, Sangsoo Kim, Dongil Shin, Dongkyoo Shin, Vol. 22, No. 1, pp. 13-22, Feb. 2021

10.7472/jksii.2021.22.1.13
Keywords: Anomaly Detection, Network intrusion detection, Autoencoder, NSL-KDD

4. A Study on the Operation Concept of Cyber Warfare Execution Procedures

Sung-Joong Kim, JiHoon Yoo, HaengRok Oh, Dongil Shin, DongKyoo Shin, Vol. 21, No. 2, pp. 73-80, Apr. 2020

10.7472/jksii.2020.21.2.73
Keywords: cyber warfare, Battle damage assessment

5. CFI Approach to Defend against GOT Overwrite Attacks

Seunghoon Jeong, Jaejoon Hwang, Hyukjin Kwon, Dongkyoo Shin, Vol. 21, No. 1, pp. 179-190, Feb. 2020

10.7472/jksii.2020.21.1.179
Keywords: Control Flow Integrity, GOT/PLT, linking and loading, Security

6. A research on the emotion classification and precision improvement of EEG(Electroencephalogram) data using machine learning algorithm

Hyunju Lee, Dongil Shin, Dongkyoo Shin, Vol. 20, No. 5, pp. 27-36, Oct. 2019

10.7472/jksii.2019.20.5.27
Keywords: DEAP dataset, ICA, Arousal-Valence plane, Random Forest, Attribute Selected Classifier