While not required, soaking potatoes in ice water before frying removes excess starch and helps you get super crispy fried potatoes. If you wish to perform this optional step, slice the potatoes and soak them in a bowl of ice water for 20-30 minutes. Drain and dry well with a towel before proceeding with the recipe.