Background: The distinctiveness of palatal rugae can serve as a means of identifying individuals, much like fingerprints, and can be useful even when variations exist in different populations. However, despite its effectiveness in identification, it is not a reliable tool for determining gender. This investigation examines the controversial use of palatal rugae in gender discrimination.