In today's digital age, information travels at lightning speed. While this allows for rapid dissemination of knowledge, it also provides a fertile ground for the spread of deceptive accounts. Fake news has become a pernicious weapon, controlling public opinion and eroding trust in institutions. Its devious nature makes it all the more challenging t