In New Mexico registration stickers have your plate number on them. I guess if they are removed it would fool someone giving a cursory glance at them. I am fairly certain the stickers are perforated so that peeling them off renders them unusable.

It is not uncommon to see drivers in Albuquerque without any plate at all.