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

Allan Peiper (born 1960), Australian road cyclist and team manager Joachim Peiper (1915–1976), German war criminal and SS leader Tadeusz Peiper (1891–1969), Polish poet, art critic, and theoretician of literature

See also Piper (surname)