There are many fake and unproven medical products and methods that claim to diagnose COVID-19. Fake COVID-19 test kits pose a potentially serious health concern for patients and public safety. TrueMed test kit authentication system rapidly reveals fake and substandard COVID-19 test kits. The platform is based on a combination of high-end machine learning and Artificial Intelligence (AI) technologies.