Alperstein (Jewish (Ashkenazic): variant of Halpern with the addition of German stein "rock") is a surname. Notable people with the surname include:

Avraham Eliezer Alperstein (1853–1917), American Orthodox rabbi Paul Alperstein, founder the American Wrestling Federation

See also Alberstein