Brown Sugar Fudge, also known as Penuche (or Sucre à la Crème in French), is a delicious treat you can easily make at home. Brown Sugar Fudge with Evaporated Milk combines simple ingredients: Brown sugar, icing sugar, butter, evaporated milk, and vanilla to create a rich, creamy, and oh-so-sweet confection.