Drones don't appear to be covered by the public domain airspace laws in the US: http://en.wikipedia.org/wiki/Air_rights
Airspace under 500' AGL is traditionally considered to be under control of the landowner - unless they are near an airport and the airport needs right of way for passengers. While the FAA technically controls ALL airspace, they can only use it for right of way purposes when dealing with passengers. It doesn't appear to be valid for unmanned aircraft.
The FAA has a few things to say about drones here: http://www.faa.gov/news/updates/?newsId=68004. There doesn't appear to be a specific drone law in place by the FCC, only waivers to allow flying the drones by an agency.
That poses the question whether we are within our property rights to shoot down any drone flying around inside it? Given the FAA is limiting these drones to operate below 400' AGL, they would appear to be a fair target.