I have the same issue… I first thought it was an issue with the other Facebook apps I was trying to use. They were giving me connection errors.
So I decided to try the “Official” plugin thinking that Facebook would have all the issues fixed (or Updated) but it too will not connect.
Looks to me like Facebook has changed their login/validation procedures without updating their plugin or letting anyone know.