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Search : "[ keyword: Anomaly Detection ]" (16)
Electric Power Time Series Data-Based Unsupervised Anomaly Detection Method for Equipment
Joonhee Lee  Dongwoo Kwon  Youngmin Ji
Vol. 49, No. 7, pp. 993-1001, Jul. 2024
10.7840/kics.2024.49.7.993
Fine-Tuning Anomaly Classifier for Unbalanced Network Data
Mugon Joe  Miru Kim  Minhae Kwon
Vol. 49, No. 7, pp. 911-922, Jul. 2024
10.7840/kics.2024.49.7.911
Acoustic Anomaly Detection Based on Band Energy of Discrete Wavelet Transform
Eunhye Choi  Hyunggon Park
Vol. 49, No. 4, pp. 612-619, Apr. 2024
10.7840/kics.2024.49.4.612
A Study on Micro-Segmentation Based File-Encrypting Ransomware Detection
Jung-woo Seo
Vol. 48, No. 9, pp. 1114-1122, Sep. 2023
10.7840/kics.2023.48.9.1114
Integrated CNN for Specified Object Filtering and Abnormal Motion Detection for Smart Factory
Sang-wook Hong  Hyung-won Kim
Vol. 48, No. 8, pp. 1001-1011, Aug. 2023
10.7840/kics.2023.48.8.1001
DATA-FedAVG: Delay-Aware Truncated Accuracy-Based Federated Averaging for Intrusion Detection in UAV Network
Vivian Ukamaka Ihekoronye  Cosmas Ifeanyi Nwakanma  Dong-Seong Kim  Jae-Min Lee
Vol. 48, No. 6, pp. 648-668, Jun. 2023
10.7840/kics.2023.48.6.648
Performance Enhancement of Autoencoder-Based Audio Data Anomaly Detection via Weakly Supervised Learning
Yong-GeunMoon  Min-SeongKwon  ByungjuLee  Jung-hoonNoh
Vol. 48, No. 3, pp. 382-390, Mar. 2023
10.7840/kics.2023.48.3.382
Network Anomaly Detection System Using Hidden Layer Information of Autoencoder
Miru Kim  Hyoseon Kye  Minhae Kwon
Vol. 47, No. 9, pp. 1310-1321, Sep. 2022
10.7840/kics.2022.47.9.1310
A Featurization Method to Improve Anomaly Detection Performance Using Login Logs
Sun-Young Im  Sang-soo Kim  Shinwoo Shim  Sung-mo Koo  Byoungmo Cho 
Kwangsoo Kim  Taekyu Kim
Vol. 47, No. 1, pp. 58-65, Jan. 2022
10.7840/kics.2022.47.1.58
A Study of Detecting Lateral Movement Using Large-Scale Authentication Log
Shinwoo Shim  Sang-soo Kim  Sun-Young Im  Sung-mo Koo  Byoungmo Cho 
Kwangsoo Kim  Taekyu Kim
Vol. 46, No. 11, pp. 1862-1872, Nov. 2021
10.7840/kics.2021.46.11.1862

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pISSN : 1226 - 4717
eISSN : 2287 - 3880