Cybersecurity, Machine Learning, Detection, Botnet, Catboost.
botnet attacks. The dataset was generated by executing thirteen distinct malware scenarios, and it covers various types of network 27 Technium Vol. 15, pp.26–32 (2023) ISSN: 2668–778X www.techniumscience.comattacks such as IRC, Click Fraud, DoS, Port Scan, Spam traffic, and Fast Flux. The dataset