Cybersecurity, Machine Learning, Detection, Botnet, Catboost.
CatBoost Classifier, we sought to determine the relative importance of each feature used in the model to provide insights into which network attributes are most indicative of botnet activities. To achieve this, we leveraged the feature importance attribute of the CatBoost model. The feature