I have a requirement where only one field should never be published to web for all the items. Is there any provision to restrict one particular field to be published?
The checkbox field "Never Publish" appear just on templates and not on field level, so you can not used this functionality.
You can use Security restriction to restrict just one field of an item.
You can use Everyone role for restriction, because all users are part of this role, and deny Field read and Read