Harryson is a Swedish surname, which means son of Harry. Notable people with the surname include:

Peter Harryson (born 1948), Swedish actor, singer, and entertainer John Harryson (1926–2008), Swedish actor, father of Peter older spelling of Harrison family of Virginia

See also Harrison (name)