Mortgage fraud has grown drastically over the last few years and counties like Palm Beach County now have Mortgage Fraud Task Forces. There are many different kinds of mortgage fraud; income fraud, employment fraud, failure to disclose liabilities, fraud for profit, appraisal fraud and cash-back schemes.