In today's digital age, data travels at lightning speed. While this allows for rapid sharing of knowledge, it also provides a fertile ground for the spread of false stories. Fake news has become a pernicious weapon, influencing public opinion and damaging trust in institutions. Its sly nature makes it all the more complex to combat, posing a grave