It's trivial to remove the adversarial noise and train on the artwork anyways if someone chooses to. This wouldn't remove the artists work from the database.

It's trivial to remove the adversarial noise and train on the artwork anyways if someone chooses to. This wouldn't remove the artists work from the database. (Unless you consider the adversarial noise a meaningful part of the art...)