Private imagesImages can be set to Private or Hidden. Private images are only viewable to private users, who login with a special username and password. Images set to Hidden are only viewable by you upon login to the admin section.
Change the visibility
Go to the image gallery (with the images) and click on the image, and change the Viewable to All drop down to Private or Hidden.