The Liverpool duo were confirmed as selections by coach Tite on Friday ahead of the tournament which they will host from Friday June 14.
Brazil are in Group A alongside Bolivia, who are their opponents in the opening match, as well as Venezuela and Peru.
Reds midfielder Fabinho has not been included in the squad.