Zaffaroni is an Italian surname. Notable people with the surname include:
Alejandro Zaffaroni (1923–2014), Uruguayan-American businessman Marco Zaffaroni (born 1969), Italian footballer and manager Raúl Zaffaroni (born 1940), Argentine supreme court justice