Comment by ghusbands

Be very careful how you do this, unless you want to exclude blind users. I've seen a blind user have an online form silently fail at them because they filled in a field that wasn't visible. Using display:none applied indirectly via CSS is probably reasonably effective against bots and won't interfere with screen-readers.