In your trunk parked on base is still in housing and is still against housing rules. You need to speak to command. Just because states are ok with it and there is reciprocity, it doesn't mean a federal base, unit, housing will allow it. You might have to rent a storage unit or something like that to store it there if the base won't allow or there is no armory.
I also agree with Chief. The trunk is a poor solution.