Malware, short for malicious software, is a type of harmful software designed to damage, steal data from, or disrupt computer systems and networks. One of the most common types of malware is the Trojan, which typically disguises itself as a legitimate program but actually has malicious intent. To address this threat, a system is needed that can detect suspicious patterns in network traffic. Thi…