I'm not involved in ad tech, but am curious - isn't the easy solution for the advertiser to only show ads on sites that they pre-approve?
Our company is already getting asked to provide full reports by IP address to see how far this goes.
The catch is that almost all fields in said offer can be faked by a malicious adversary due to lack of security/competence from the exchange.