In today's hyperconnected world, online social hubs have become fundamental in our daily lives. Yet, this growth of online interaction poses a novel challenge of cybersecurity threats. From cybercriminals seeking to exploit user information to sophisticated phishing attacks, the terrain is constantly transforming. To ensure a safe and defensible on