Advertisers determine the price by participating in the bidding process. Additionally, with an ad exchange, advertisers gain visibility regarding where their ads will appear. Some deceitful publishers fabricate impressions to steal from advertisers. One way to combat this is by using a DSP or ad network with fraud detection software. Improved