The ANA and White Ops have conducted studies on ad fraud. Who then should be responsible for combatting the bot army? Of the advertisers taking part in the survey, 17% see themselves as the responsible party, while 26% thought all stakeholders had a shared responsibility to fight the fakers, 21% held the Publishers most accountable and a plurality 36% said the Agency.