You can just scrape it off. Then you can discourage it buy putting a layer of coarse grit on to of the compost if you like.

I'm not clear whether you mean white fungus on the plants themselves, or on the compost in which they're growing, so a bit of clarification would be good. What plants are we talking about?

Oops, just assumed it was on the soil - sorry!