Treleaven is a surname. Notable people with the surname include:

Dick Treleaven (born 1934), Canadian politician Freeman Ferrier Treleaven (1884–1952), Canadian lawyer and politician Ross Treleaven (1907–1994), Australian rules footballer Scott Treleaven, Canadian artist and filmmaker