If the plaster is attached, it's fine... Otherwise, a piece of advice is to glue a plasterboard/rotgips board and then tile on that. You could also do as you mentioned and knock down the plaster, but it feels a bit "overkill" when it's just a bit of kitchen tiles.
Good luck!