The retail industry will lose an estimated $3.48bn to return fraud this holiday season, down from $3.73bn last year, according to the National Retail Federation's annual Return Fraud Survey, completed by loss prevention executives at 103 retail companies. Annual return fraud will cost retailers an estimated $14.37bn in 2011, up slightly from $13.66bn in 2010.