Durham was found guilty in 2012 for running a Ponzi scheme that defrauded more than 5,000 investors through his Akron, Ohio-based company, Fair Finance.
The Seventh U.S. Circuit Court of Appeals overturned two of Durham's wire fraud convictions Thursday.
Opening arguments are set to begin Monday. The trial is expected to last up to four weeks.