It works both ways, you can sometimes see weird colored ducks in flock of wild ducks. These are most probably crossbreeds with domestic animals.
I actually saw what I believe was a cross-bred duck the other week. It had the green head of a mallard drake, but the body was black and white which I've never seen before.