• Journal of Internet Computing and Services
    ISSN 2287 - 1136(Online) / ISSN 1598 - 0170 (Print)
    http://jics.or.kr/

Digital Library


Search: "[ author: Dongil Shin ]" (4)
  1. 1. 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
  2. 2. Deep Learning-based Abnormal Behavior Detection System for Dementia Patients
    Kookjin Kim, Seungjin Lee, Sungjoong Kim, Jaegeun Kim, Dongil Shin, Dong-kyoo shin, Vol. 21, No. 3, pp. 133-144, Jun. 2020
    10.7472/jksii.2020.21.3.133
    Keywords: Abnomaly detection, deep-learning, Autoencoder, Long Short-Term Memory models
  3. 3. 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
  4. 4. 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