Your team has identified unusual traffic patterns from a server in the corporate network.

Option B is the best answer because the scenario describes established outbound connections to unfamiliar foreign IP addresses with traffic that appears random or nonstandard , which strongly suggests encrypted or obfuscated communications with a command-and-control (C2) server . CHFI v11 explicitly includes Analyze Traffic to Detect Malware Activity , Indicators of Compromise (IoC) , and identifying suspicious network behavior associated with malware operations.

Command-and-control traffic often appears unusual because it may use custom protocols, encrypted payloads, or covert communications that do not match ordinary business applications. The fact that the connections are persistent and outbound to unknown external infrastructure is a classic indicator of a compromised host maintaining contact with an attacker-controlled system.

A botnet is possible at a broader level, but the most direct interpretation of the observed traffic is active communication with a C2 server . Ransomware is not the best answer from network evidence alone, and DDoS would typically show different traffic characteristics. Therefore, under CHFI network-forensics objectives, this pattern most strongly indicates communication with a Command and Control server .