Murphy accepted an athletic scholarship to attend the University of Florida in Gainesville, Florida, where he played for coach Billy Donovan's Florida Gators men's basketball team from 2009 to 2013.
Murphy became the 49th Florida Gator to record 1,000 points in his collegiate career and was the only Gator to receive first-team all-conference accolades in 2013.