The affiliate tags are usually embedded into the URL itself, so for the major affiliates (like the one I belong to), Google should have a fairly easy time determining which URLs are affiliates and which aren't.
If you ARE an affiliate, you should note that fact in the ad copy itself with either the word affiliate or an abbreviation thereof. :)