Not that i have not done many questionable things like this when i was a kid, but at what point is it an admission of fraud that can get one in trouble?
The only real exception would be the "let's make an example of out this person" case. When crime is rampant, prosecutions might happen with greater likelyhood in order to deter more crime for occuring. An example would be pirating music. It is not feasible to prosecute people for pirating music, but suing 1 party publicly will get 1000s of people to stop instantly.
But what about if tricking ad fraudsters avoided defrauding advertisers?