Preheat the oven to 350 F. In a large bowl, combine cake mix, oats, eggs, and vegetable oil until smooth. Fold in the dried cranberries.
Place the powdered sugar into a shallow dish. Roll the cookie dough into balls and roll in the powdered sugar. Place the cookies onto a large ungreased baking sheet at least 2-inches apart.