UPDATE
Since 2019.2 version you can enable it in the Project view options, toggle the Show Visibility Icons:
For older versions:
This option was disabled intentionally, see this comment for the explanation:
This information was intentionally removed, as we believe that it
brings more clutter than actual value.
To enable it back add -Dide.projectView.show.visibility=true in Help | Edit Custom VM Options.