Corney is a surname. Notable people with the surname include:
Ed Corney (1933–2019), American bodybuilder Emma Corney (born 2004), English cricketer Liberto Corney (1905–1955), Uruguayan boxer Peter Corney (explorer) (died 1835), English sailor and explorer