Griffiss AFB, New York

The claim: Rome, 3,896

What it really is: Griffiss Air Force Base closed in 1995 and is now the Griffiss Business and Technology Park. The only military presence that remains is the Rome Research Site of the Air Force Research Laboratory, and the New York Air National Guard.