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  1. Article

    Open Access

    MLSTL-WSN: machine learning-based intrusion detection using SMOTETomek in WSNs

    In the domain of cyber-physical systems, wireless sensor networks (WSNs) play a pivotal role as infrastructures, encompassing both stationary and mobile sensors. These sensors self-organize and establish multi...

    Md. Alamin Talukder, Selina Sharmin in International Journal of Information Secur… (2024)

  2. Article

    Open Access

    Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction

    Cybersecurity has emerged as a critical global concern. Intrusion Detection Systems (IDS) play a critical role in protecting interconnected networks by detecting malicious actors and activities. Machine Learni...

    Md. Alamin Talukder, Md. Manowarul Islam, Md Ashraf Uddin in Journal of Big Data (2024)