• Journal of Internet Computing and Services
    ISSN 2287 - 1136 (Online) / ISSN 1598 - 0170 (Print)
    https://jics.or.kr/
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Search: "[ keyword: 오토인코더 ]" (6)
  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 Study on Classification of Variant Malware Family Based on ResNet-Variational AutoEncoder
    Young-jeon Lee, Myung-Mook Han, Vol. 22, No. 2, pp. 1-9, Apr. 2021
    10.7472/jksii.2021.22.2.1
    Keywords: Variant Malware, Malware classification, Variational AutoEncoder, Tranfer Learning, Ensemble learning
  4. 4. A Noise-Tolerant Hierarchical Image Classification System based on Autoencoder Models
    Jong-kwan Lee, Vol. 22, No. 1, pp. 23-30, Feb. 2021
    10.7472/jksii.2021.22.1.23
    Keywords: Image Classification, Deep Learning, Machine Learning, Autoencoder, noise
  5. 5. 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
  6. 6. 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

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