Remember the UFO theory that they had an underground base at the South Pole? The shoe seems to be on the other foot.
http://www.space.com/scienceastronomy/solarsystem/nss_moon_site_010410.html?Enews=y
BTW, who wants a Moon base (assuming you aren’t Martin Landau) when you have to get in and out of that darn gravity well?