Carrozza is an Italian surname. Notable people with the surname include:
Alessandro Carrozza (born 1982), Italian footballer
Ann-Margaret Carrozza, American lawyer and politician
Carmen Carrozza (1921–2013), American classical accordionist
Luigi Carrozza (born 1969), Swiss baseball player
Maria Chiara Carrozza (born 1965), Italian engineer and politician
Robert F. Carrozza (born 1940), Italian-American mobster