Welcome to WebmasterWorld jaklang. Password protecting the feed would be the easiest way to accomplish that.
Simply not providing a feed might be another way.
However, that won't stop those "create a feed for sites that don't have them" services. Then you get into blocking services and scrapers.
If you want private content put it behind a registration system and moderate who can see it.