You can change the sharing setting from the editing screens in Binders and Display Boards.
My cards (second button from the left at the bottom of the screen) > Binders or Display Boards (button at the top part of the screen) > Select the board or display board for which you want to change the setting > Edit > Public / Private / Visible Only to Friends
The default setting is set to private.