Premium Publishers are not immune to Ad Bot traffic

Ad Bot traffic and fradulent impressions on the web are not just impacting the long-tail sites or MFA (made for AdSense) sites.  Premium publishers are being affected as well, and it is not helping their revenues.    What impacts have you seen?  What are you doing about it?