This classic caramel cake recipe is a Southern favorite. The cake is moist and tender, and the caramel frosting is rich and buttery. The secret to the cake's moistness is the addition of buttermilk, and the frosting is made with brown sugar, butter, and evaporated milk. This cake is perfect for any occasion, from birthdays to holidays.