The paper concludes that no single model is universally best; rather, technique selection should depend on the type of attack, the quality of validation, the amount of latency, the scalability, privacy, and explainability, to determine the most appropriate approach.
Elijah Abayomi Olaniyi, T. Atoyebi, Ridwan Kolapo et al.· Iconic research and engineer...· 0 citations
This paper is a systematic literature review to examine the integration of security in the DevOps procedures, the demands for successful DevSecOps implementations, and the hurdles that institutions face when implementing it.
Oluwatobi Kuye, Ridwan Kolapo, T. Atoyebi et al.· FUDMA Journal of Sciences· 0 citations
No one specific machine learning technique is appropriate for each SIEM task, and the success of an enterprise deployment is based on implementing the appropriate techniques depending on the security function, data quality, label availability, explanation requirements, and analyst workflow.
Joshua Ahuose Omoighe, T. Atoyebi, Ridwan Kolapo et al.· Iconic research and engineer...· 0 citations
The findings indicated that financial fraud detection relied more on supervised learning which was the method of choice, especially in cases where labelled data of fraudulent and legitimate transactions were known.
Blessing Bologi, Ridwan Kolapo, T. Atoyebi· International journal of res...· 0 citations
This study focuses on leveraging Random Forest model for PCOS prediction using only clinical and biochemical data, enhanced with Shapley Additive Explanations (SHAP) for model interpretability.
C. Nweke, Prema A. Kirubakaran, Ridwan Kolapo· International Journal of Inn...· 0 citations
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