An Institutional Repository (IR) is a digital service that collects, preserves, and distributes digital material. It serves as the home for the intellectual output of MUT academic communities, and will ultimately include digital dissertations, faculty publications, digital special collections, open access publications, open educational resources and much more.

  • A Comparative Study of Transformer-based Models for Text Summarization of News Articles 

    Muia, Charles M.; Oirere, Aaron M.; Ndungu, Rachel N. (International Journal of Advanced Trends in Computer Science and Engineering, 2024-04)
    Transformer-based models such as GPT, T5, BART, and PEGASUS have made substantial progress in text summarization, a sub-domain of natural language processing that entails extracting important information from lengthy texts. ...
  • Discriminative spatial-temporal feature learning for modeling network intrusion detection systems 

    Wanjau, Stephen K.; Wambugu, Geoffrey M.; Oirere, Aaron M.; Muketha, Geoffrey M. (Journal of Computer Security, 2023-02)
    Increasing interest and advancement of internet and communication technologies have made network security rise as a vibrant research domain. Network intrusion detection systems (NIDSs) have developed as indispensable defense ...
  • A Suite of Metrics for UML Behavioral Diagrams Based on Complexity Perspectives 

    King’ori, Ann W.; Muketha, Geoffrey M.; Ndia, John G. (International Journal of Software Engineering & Applications, 2024-03)
    Nowadays, software designers have adopted modelling languages that help to communicate the dynamic behavior of UML behavioral diagrams. As it is with other software artefacts, these diagrams tend to get more complex ...
  • A Novel Alert Correlation Technique for Filtering Network Attacks 

    Kiruki, Jane K.; Muketha, Geoffrey M.; Kamau, Gabriel (International Journal of Network Security & Its Applications, 2023-05)
    An alert correlation is a high-level alert evaluation technique for managing large volumes of irrelevant and redundant intrusion alerts raised by Intrusion Detection Systems (IDSs).Recent trends show that pure intrusion ...
  • Multi-Agent Systems Requirements Analysis for Patient-centered Healthcare Consultancy Service 

    Muyobo, D.; Wechuli, A. N.; Muketha, Geoffrey M. (International Journal of Advanced Research in Computer Science, 2023-10)
    Agents are currently being discussed in nearly every domain of science and engineering. Through the utilization of IoT and agent-based systems, remote consultations and virtual doctors can provide essential healthcare ...

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