• Journal of Internet Computing and Services
    ISSN 2287 - 1136 (Online) / ISSN 1598 - 0170 (Print)
    https://jics.or.kr/
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Search: "[ keyword: Anomaly Detection ]" (14)
  1. 1. Efficient Time-Series Similarity Measurement and Ranking Based on Anomaly Detection
    Ji-Hyun Choi, Hyun Ahn, Vol. 25, No. 2, pp. 39-47, Apr. 2024
    10.7472/jksii.2024.25.2.39
    Keywords: Time-series Similarity, Anomaly Detection, Subsequences, Spearman’s Rank Correlation Coefficient
  2. 2. Research on BGP dataset analysis and CyCOP visualization methods
    Jae-yeong Jeong, Kook-jin Kim, Han-sol Park, Ji-soo Jang, Dong-il Shin, Dong-kyoo Shin, Vol. 25, No. 1, pp. 177-188, Feb. 2024
    10.7472/jksii.2024.25.1.177
    Keywords: BGP, CyCOP Framework, Machine Learning, Cyber 3 Layer, Anomaly Detection
  3. 3. A study on machine learning-based anomaly detection algorithm using current data of fish-farm pump motor
    Sae-yong Park, Tae Uk chang, Taeho Im, Vol. 24, No. 2, pp. 37-45, Apr. 2023
    10.7472/jksii.2023.24.2.37
    Keywords: Recirculating aquaculture system, electric pump, current, Anomaly Detection, ADTK
  4. 4. A Method for Region-Specific Anomaly Detection on Patch-wise Segmented PA Chest Radiograph
    Hyun-bin Kim, Jun-Chul Chun, Vol. 24, No. 1, pp. 49-59, Feb. 2023
    10.7472/jksii.2023.24.1.49
    Keywords: Anomaly Detection, Chest Radiograph, computer vision, Semi-supervised learning, Image Feature Modeling
  5. 5. 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
  6. 6. Interactive Visual Analytic Approach for Anomaly Detection in BGP Network Data
    So-mi Choi, Son-yong Kim, Jae-yeon Lee, Jang-hyuk Kauh, Koo-hyung Kwon, Jae-gul Choo, Vol. 23, No. 5, pp. 135-143, Oct. 2022
    10.7472/jksii.2022.23.5.135
    Keywords: Border Gateway Protocol, Anomaly Detection, Interactive Visual Analytic, Spatio-temporal Analysis
  7. 7. Anomaly detection and attack type classification mechanism using Extra Tree and ANN
    Min-Gyu Kim, Myung-Mook Han, Vol. 23, No. 5, pp. 79-85, Oct. 2022
    10.7472/jksii.2022.23.5.79
    Keywords: Extreme Random Forest, Artificial neural network, Anomaly Detection, Anomaly Detection and Attack type Classification, Network intrusion detection
  8. 8. Leision Detection in Chest X-ray Images based on Coreset of Patch Feature
    Hyun-bin Kim, Jun-Chul Chun, Vol. 23, No. 3, pp. 35-45, Jun. 2022
    10.7472/jksii.2022.23.3.35
    Keywords: Anomaly Detection, X-Ray image, active learning, unsupervision, Deep Learning
  9. 9. Application of Discrete Wavelet Transforms to Identify Unknown Attacks in Anomaly Detection Analysis
    Dong-Wook Kim, Gun-Yoon Shin, Ji-Young Yun, Sang-Soo Kim, Myung-Mook Han, Vol. 22, No. 3, pp. 45-52, Jun. 2021
    10.7472/jksii.2021.22.3.45
    Keywords: Unknown Attack, Discrete wavelet transform, Anomaly Detection, One-class SVM
  10. 10. An Interpretable Log Anomaly System Using Bayesian Probability and Closed Sequence Pattern Mining
    Jiyoung Yun, Gun-Yoon Shin, Dong-Wook Kim, Sang-Soo Kim, Myung-Mook Han, Vol. 22, No. 2, pp. 77-87, Apr. 2021
    10.7472/jksii.2021.22.2.77
    Keywords: Explainable AI, Log anomaly detection, Bayesian Probability, Rule Extraction

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