Attrill is a surname, common in the South of England. Notable people with the surname include:

Edwin Kemp Attrill, Australian theatre artist and activist Louis Attrill (born 1975), British rower and Olympic gold medalist Peter Attrill (born 1929), Australian sailor William Attrill (1868–1939), French cricketer