Wow, that is a tricky situation...as a high school senior, your student is probably over 18, so you at least wouldn't have to go to jail if the rumors become too widespread.
I think that the attraction between you and your student is a beautiful thing (I've had a lot of teacher crushes myself

) but for the sake of your career you should definitely wait until she has graduated to do anything physical.