On their profile page, whether it shows it to you or you see a “user not found” screen, click on the three dots and choose the option “block”. If the user exists, they will be blocked. Or you can remove them from following you (assuming they are following you), and to do so, you can take a look here at “How to Remove a Follower on Instagram”.