In today's digital age, information travels at lightning speed. While this allows for rapid distribution of knowledge, it also provides a fertile ground for the spread of deceptive stories. Fake news has become a harmful weapon, manipulating public opinion and damaging trust in sources. Its devious nature makes it all the more difficult to mitigate