In the age of digital communication, social media has become an integral tool for disseminating information, connecting with communities, and ensuring public safety. Public safety agencies, such as police departments, fire departments, and emergency services, have increasingly turned to social media platforms to keep the public informed during emergencies, disasters, and daily operations. However, with the benefits of social media also come significant risks, and one of the most alarming threats in recent years is the takeover of public safety accounts by hackers.