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Browsing by Author "Hwang, Ren-Hung"

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    Improving Generalization of ML-Based IDS With Lifecycle-Based Dataset, Auto-Learning Features, and Deep Learning

    Sudyana, Didik
    ;
    Lin, Ying-Dar
    ;
    Verkerken, Miel  
    ;
    Hwang, Ren-Hung
    ;
    Lai, Yuan-Cheng
    ;
    D'hooge, Laurens  
    Journal article
    2024, IEEE TRANSACTIONS ON MACHINE LEARNING IN COMMUNICATIONS AND NETWORKING, 2, p.645-662
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    Quality Analysis in IDS Dataset: Impact on Model Generalization

    Sudyana, Didik
    ;
    Verkerken, Miel  
    ;
    D'hooge, Laurens  
    ;
    Lin, Ying-Dar
    ;
    Hwang, Ren-Hung
    ;
    Lai, Yuan-Cheng
    Proceedings paper
    2024, IEEE Conference on Communications and Network Security (CNS), SEP 30-OCT 03, 2024

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