By default, quiz scores will display in student accounts. If you would like to hide scores from students so they cannot see their own quiz scores, you can disable this in your Class Settings.
Click on the drop-down arrow in the top right of your account, then click Settings. Choose the Scoring tab on the left. Finally, click Show quiz scores to students:
Note: Students only see their own scores (they cannot view their classmates' scores).