I expect it is the mineral salts being drawn out of the plaster by a bit of condensation. If it is a spare room I expect it is not aired as much as the rest of the house.
Peel the paper down gently, wash the wall in an a anti- fungal wash, when it is dry paint it with pva to seal the wall, let that dry, then stick the paper back over it.