Cybersecurity, Machine Learning, Detection, Botnet, Catboost.
valuable insights into botnet attack detection and presents a robust solution for enhancing network security. Keywords: Botnet Detection, CatBoost Classifier, Cybersecurity, Machine Learning, Network Security, CTU-13 Dataset, Feature Selection, Intrusion Detection, Model Optimization,