This research focuses on proactively identifying key hackers involved in creating and disseminating malicious tools within hacker forums, specifically keylogging tools. Using social network analysis techniques, the study examines a large English hacker forum and finds that prominent hackers are often the most senior and long-standing members of the community. This approach aims to address cybersecurity concerns by detecting potential threats before attacks occur.