Using affilates is supposed to help generate sales - but there are those who will try to 'con' you, here are some of the things they might try - affiliate fraud.

On similar theme of 'make sure you manage your affiliates properly', is this article - Protect Your Brand From Dead Affiliate Links - which tells you how to deal with another potential problem.