Ive done it before but not sure if it would be the same for your network.
If you plan on giving the advertising crappy leads (leads that don't convert in the backend) then there will be no use of hiding your traffic source. There's a chance where they might not even pay for your leads so be sure to give them quality traffic. This isn't 2008 anymore.