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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)

  3. No Access

    Article

    A Low Duty Cycle MAC Protocol for Directional Wireless Sensor Networks

    Directional communication in wireless sensor networks minimizes interference and thereby increases reliability and throughput of the network. Hence, directional wireless sensor networks (DWSNs) are fastly attr...

    Fernaz Narin Nur, Selina Sharmin, Md. Abdur Razzaque in Wireless Personal Communications (2017)

  4. Article

    Open Access

    Collaborative neighbor discovery in directional wireless sensor networks: algorithm and analysis

    In directional wireless sensor networks (DSNs), sensor nodes with directional antennas provide extended network lifetime and better coverage performance. However, one of the key challenges of directional nodes...

    Fernaz Narin Nur, Selina Sharmin in EURASIP Journal on Wireless Communications… (2017)