Options protection for non-classic app

Options

I used the password protected feature to prevent users from accessing Options under the Classic version of the app. Can someone please clarify how this is handled under the new app? I don't want them to access them, period. Right now it looks like all I can do is have those options greyed out but users can still browse through them.