Biden faces a maximum sentence of 17 years in prison and a fine of as much as $1.35 million.
The former Staten Island representative resigned in January, after pleading guilty.
Former NFL star Plaxico Burress has been indicted on criminal charges related to a New Jersey tax payment.
Mount Vernon Mayor Ernest Davis has pleaded guilty to failing to file corporate and personal income tax returns, prosecutors say.
Jason Stevens, the former owner of a Brooklyn wedding venue, was sentenced to three and a half to ten years for tax evasion.