Answer :
Yes, but the rate of diffusion is very low compared to liquids or gases.
It is even possible for a solid to diffuse into another solid; e.g., goldwill diffuse into lead, although at room temperature this diffusion is very slow. Generally, gases diffuse much faster than liquids, and liquids much faster than solids