In today's society, the spread of fake news has become a critical issue. This detrimental trend erodes trust in trustworthy journalism, misleading citizens. News organizations must vigorously combat this plague by emphasizing truth. Raising awareness about critical thinking is also crucial to curbing the spread of fake news. Unmasking the Spam