Paternoster was part of the Argentina squad that finished runner-up to Uruguay in the 1928 Olympic football tournament. He played in the 1929 South American Championship, helping Argentina win the title. In 1930 he was again in an Argentine team that finished as runner up to Uruguay, this time in the 1930 FIFA World Cup. He made a total of 16 appearances for Argentina.