I am retired military, and there is a big sign at the entrance to the base stating "No weapons and No illegal drugs". There is no provision for checking a weapon in/out. This is at the Naval Submarine Base in Groton. Some of the larger bases down south allow hunting on the base, but you need to make prior arrangements I believe.
I think you are out of luck,