Fraud is the Affiliate Marketing dirty tricks. But report of frauds on affiliate programs is not well documented. The best defense for fraud is regular monitoring of affiliate stats. Check once in while sites like BBB which provides review and guide about sites on the net and also affiliate programs. Visit the URL of affiliate sites and track the affiliate traffic to detect frauds.