No one actually knows although there are some theories. It's not an Italian Cake - we do know that. It first appeared in publications in the southeastern United States. So, it's actually a southern cake from what little is known about its origins. The prevailing theory is that perhaps an Italian immigrant baker came up with the recipe and it became known thereafter as "Italian Cream Cake".