Place potatoes in a pot with enough water to cover, and bring to a boil. Cook 15 minutes, or until tender. Drain and cool.
In a bowl, gently toss potatoes, mayonnaise, red wine vinegar, Dijon mustard, dill, celery salt, salt, and pepper. Cover, and refrigerate at least 30 minutes before serving.