Underwood was a first-team Big East all-star at safety as a senior with the University of Cincinnati in 2008. He led the Bearcats with four interceptions, including one that he returned for a touchdown, and also recorded 66 tackles, including 4.5 tackles for loss, one sack, three fumble recoveries and two forced fumbles. He transferred to Cincinnati after spending three years at Ohio State.