I would definitely talk to and get to know the parents hosting the party. It probably is a "lock-in" type party. They're all the rage. I'd rather them all be locked in and not on the road driving or sneaking out getting into some other situation.
Good luck. Raising teens is not for the squeamish! We're here for you.