Ad fraud is defined as the deliberate practice of attempting to serve ads that have no potential to be viewed by a human user. There are numerous types and sources of ad fraud. Ad Fraud Detection has become a critical tool for the buy-side of the market. Relatedly, there are numerous viewability methods and resources.