In today's hyperconnected world, SNS platforms have become fundamental in our daily lives. Yet, this explosion of online interaction presents a unique set of cybersecurity threats. From digital assailants seeking to exploit user information to sophisticated phishing attacks, the landscape is constantly transforming. To provide a safe and protected