Cybersecurity, Machine Learning, Detection, Botnet, Catboost.
traffic and 38,898 samples classified as botnet traffic, making it well-suited for a robust and unbiased machine learning model. Results and Discussion The results obtained from the CatBoost Classifier in the context of botnet detection were nothing short of exemplary. A meticulous examination of