Afrah Fathima, Amir Khan, Md Faizan Uddin, Mohammad Maqbool Waris, Sultan Ahmad, Cesar Sanin, Edward Szczerbicki
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Performance Evaluation and Comparative Analysis of Machine Learning Models on the UNSW-NB15 Dataset: A Contemporary Approach to Cyber Threat Detection
This research work utilizes the University of New South Wales Network Based 2015 (UNSW-NB15) dataset to investigate the dynamic nature of cyber threats, departing from the obsolete Knowledge Discov...
期刊介绍：
Cybernetics and Systems aims to share the latest developments in cybernetics and systems to a global audience of academics working or interested in these areas. We bring together scientists from diverse disciplines and update them in important cybernetic and systems methods, while drawing attention to novel useful applications of these methods to problems from all areas of research, in the humanities, in the sciences and the technical disciplines. Showing a direct or likely benefit of the result(s) of the paper to humankind is welcome but not a prerequisite.
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Improves methods in complexity research-
Shows novel useful applications of cybernetics and/or systems methods to problems in one or more areas in the humanities-
Shows novel useful applications of cybernetics and/or systems methods to problems in one or more scientific disciplines-
Shows novel useful applications of cybernetics and/or systems methods to technical problems-
Shows novel applications in the arts
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