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Search: "[ keyword: Anomaly Detection ]" (8)
    Detection of Abnormal CAN Messages Using Periodicity and Time Series Analysis
    Se-Rin Kim, Ji-Hyun Sung, Beom-Heon Youn, Harksu Cho The Transactions of the Korea Information Processing Society, Vol. 13, No. 9, pp. 395-403, Sep. 2024
    https://doi.org/10.3745/TKIPS.2024.13.9.395
    Keywords: CAN, GRU, Anomaly Detection, Time Series, Machine Learning


    Autoencoder Based N-Segmentation Frequency Domain Anomaly Detection for Optimization of Facility Defect Identification
    Kichang Park, Yongkwan Lee The Transactions of the Korea Information Processing Society, Vol. 13, No. 3, pp. 130-139, Mar. 2024
    https://doi.org/10.3745/TKIPS.2024.13.3.130
    Keywords: Anomaly Detection, Prediction Maintenance, Autoencoder, Unsupervised learning, Frequency Domain


    Intrusion Detection Method Using Unsupervised Learning-Based Embedding and Autoencoder
    Junwoo Lee, Kangseok Kim KIPS Transactions on Software and Data Engineering, Vol. 12, No. 8, pp. 355-364, Aug. 2023
    https://doi.org/10.3745/KTSDE.2023.12.8.355
    Keywords: Anomaly Detection, Unsupervised learning, Embedding Techniques, Autoencoder, Time-Series Data


    Clustering Normal User Behavior for Anomaly Intrusion Detection
    O Sang Hyeon , Lee Won Seog The KIPS Transactions:PartC, Vol. 10, No. 7, pp. 857-866, Dec. 2003
    10.3745/KIPSTC.2003.10.7.857


    Generation of Finite Automata for Intrusion Detection
    Young Hwan Lim , Kyu Bum Wee The KIPS Transactions:PartC, Vol. 10, No. 2, pp. 119-124, Apr. 2003
    10.3745/KIPSTC.2003.10.2.119


    Anomaly Intrusion Detection based on Association Rule Mining in a Database System
    Jeong Ho Park , Sang Hyun Oh , Won Suk Lee The KIPS Transactions:PartC, Vol. 9, No. 6, pp. 831-840, Dec. 2002
    10.3745/KIPSTC.2002.9.6.831


    The Decision Method of A Threshold in Sequence - based Anomaly Detection Sensor
    Yong Min Kim, Min Soo Kim, Hong Gun Kim, Bong Nam Noh The KIPS Transactions:PartC, Vol. 8, No. 5, pp. 507-516, Oct. 2001
    10.3745/KIPSTC.2001.8.5.507


    Anomaly Detection of Hadoop Log Data Using Moving Average and 3-Sigma
    Siwoon Son, Myeong-Seon Gil, Yang-Sae Moon, Hee-Sun Won KIPS Transactions on Software and Data Engineering, Vol. 5, No. 6, pp. 283-288, Jun. 2016
    10.3745/KTSDE.2016.5.6.283
    Keywords: Big data, Apache Hadoop, Apache Hive, Log Data, Anomaly Detection


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