Buy a dehumidifier...
You can get them quite cheaply these days - be sure to get a plugin electrical one that 'whirrs' in use and works in the same manner as a fridge.
The salt deposits will be minerals in the brickwork that are leaching to the surface.
Also, get a hygrometer and you can keep an accurate eye on the humidity.