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

Giovanni Paterniti (died 1911), American diplomat Kelly Paterniti (born 1987), Australian actress Michael Paterniti, American writer Thomas H. Paterniti (1929–2017), American dentist and politician