Search Results - Bouke, Mohamed

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  1. 1
    An empirical assessment of ML models for 5G network intrusion detection: a data leakage-free approach

    An empirical assessment of ML models for 5G network intrusion detection: a data leakage-free approach by Bouke, Mohamed Aly, Abdullah, Azizol

    Published 2024
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  2. 2
    An empirical study of pattern leakage impact during data preprocessing on machine learning-based intrusion detection models reliability

    An empirical study of pattern leakage impact during data preprocessing on machine learning-based intrusion detection models reliability by Bouke, Mohamed Aly, Abdullah, Azizol

    Published 2023
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  3. 3
    SMRD: a novel cyber warfare modeling framework for Social Engineering, Malware, Ransomware, and Distributed Denial-of-Service based on a system of nonlinear differential equations

    SMRD: a novel cyber warfare modeling framework for Social Engineering, Malware, Ransomware, and Distributed Denial-of-Service based on a system of nonlinear differential equations by Bouke, Mohamed Aly, Abdullah, Azizol

    Published 2024
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  4. 4
    Overcoming the challenges of data lack, leakage, and dimensionality in intrusion detection systems: a comprehensive review

    Overcoming the challenges of data lack, leakage, and dimensionality in intrusion detection systems: a comprehensive review by Abdullah, Azizol, Bouke, Mohamed, Udzir, Nur, Samian, Normalia

    Published 2024
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  5. 5
    Towards robust and efficient intrusion detection in IoMT: a deep learning approach addressing data leakage and enhancing model generalizability

    Towards robust and efficient intrusion detection in IoMT: a deep learning approach addressing data leakage and enhancing model generalizability by Bouke, Mohamed Aly, El Atigh, Hayate, Abdullah, Azizol

    Published 2024
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  6. 6
    XAIRF-WFP: a novel XAI-based random forest classifier for advanced email spam detection

    XAIRF-WFP: a novel XAI-based random forest classifier for advanced email spam detection by Bouke, Mohamed Aly, Alramli, Omar Imhemed, Abdullah, Azizol

    Published 2024
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  7. 7
    Application of BukaGini algorithm for enhanced feature interaction analysis in intrusion detection systems

    Application of BukaGini algorithm for enhanced feature interaction analysis in intrusion detection systems by Bouke, Mohamed Aly, Abdullah, Azizol, Cengiz, Korhan, Akleylek, Sedat

    Published 2024
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  8. 8
    E2IDS: an enhanced intelligent intrusion detection system based on decision tree algorithm

    E2IDS: an enhanced intelligent intrusion detection system based on decision tree algorithm by Bouke, Mohamed Aly, Abdullah, Azizol, ALshatebi, Sameer Hamoud, Abdullah, Mohd Taufik

    Published 2022
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  9. 9
    An intelligent DDoS attack detection tree-based model using Gini index feature selection method

    An intelligent DDoS attack detection tree-based model using Gini index feature selection method by Bouke, Mohamed Aly, Abdullah, Azizol, ALshatebi, Sameer Hamoud, Abdullah, Mohd Taufik, Atigh, Hayate El

    Published 2023
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  10. 10
    The intersection of targeted advertising and security: unraveling the mystery of overheard conversations

    The intersection of targeted advertising and security: unraveling the mystery of overheard conversations by Bouke, Mohamed Aly, Abdullah, Azizol, ALshatebi, Sameer Hamoud, Zaid, Saleh Ali, Atigh, Hayate El

    Published 2023
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