Detecting and stopping malicious network traffic is crucial in today’s digital world. Cybercriminals use advanced methods to attack network infrastructure1. This makes understanding and preventing such threats essential for cybersecurity. Cybercrime-as-a-service has changed internet security dramatically. It allows criminals to launch complex attacks with little technical know-how1. Ransomware attacks, for example, follow a series of…