How To Make Outlook Calendar Private. A message that has a sensitivity level of private isn't forwarded or redirected by a recipient's inbox rules. To do this, select the item on your calendar or double click on the appointment or meeting to open it in its own window and choose:

On the home tab, in the share group, click calendar permissions. Click the permissions tab and select default.