Interviewing at nth choice school after being accepted to first choice school
I think the only thing that would be considered rude would be to have the interview and not take it seriously. Declining the interview if you're not going to attend saves everyone time, and accepting the interview if you think you might attend is perfectly reasonable. It can even help you if the less preferred school offers you a better support package.