• Journal of Internet Computing and Services
    ISSN 2287 - 1136 (Online) / ISSN 1598 - 0170 (Print)
    https://jics.or.kr/
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Search: "[ author: DongKyoo Shin ]" (7)
  1. 1. Research on Network Packet Analysis and Unknown Intrusion Detection Method based on LSTM-Autoencoder
    Hyoseong Park, Dongkyoo Shin, Dongil Shin, Vol. 26, No. 1, pp. 149-155, Feb. 2025
    10.7472/jksii.2025.26.1.149
    Keywords: LSTM, Autoencoder, Network intrusion detection, CIC-IDS2018
  2. 2. 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
  3. 3. 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
  4. 4. 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
  5. 5. 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
  6. 6. 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
  7. 7. 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

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