Thank you for your post.
Your assumption is correct. You will need to add a timestamp field and set the Auto-Enter option to either "Creation Timestamp" or "Modification Timestamp". If you need both, then create two separate fields. Neither of these fields need to be on the layout, as the information is entered automatically.