Alves was picked as a starter in both the 2015 and Centenario Copa América tournaments by manager Dunga. He retained his position following the appointment of Tite and helped Brazil secure qualification for the 2018 FIFA World Cup, but was ruled out of the tournament due to a knee injury suffered in the 2018 Coupe de France Final.