If you delete a discussion reply with other course user replies attached, Canvas shows a Deleted by notification. The notification includes your name and the date and time the post was deleted. This entry cannot be removed.
However, if you delete a reply that does not have any course user replies attached, Canvas does display a Deleted by notification.
Note: Course instructors can see that you deleted your replies in the discussion.