2020 UPDATE
Visit https://developers.facebook.com/apps/ and select your application.
Go to Settings -> Basic. Add a Contact Email and a Privacy Policy URL. The Privacy Policy URL should be a webpage where you have hosted the terms and conditions of your application and data used.
Toggle the button in the top of the screen, as seen below, in order to switch from Development to Live.