I would imagine it would be to do with security provision. It is in a less densely populated area/not many members of the public using the airport, so I would imagine it would be easier for the security services to keep a lookout for any nefarious activity around the perimeter of the facility too.
When Presidents George W Bush and Trump visited Scotland, they have previously used Prestwick for example.