Are you sure it's brake dust and not corrosion or something?
If it's definitely brake dust I would just soak it in a good wheel cleaner that is safe for your wheel for a long time then agitate it with a brush and see what happens. Might take multiple times for it to work though if it does.
I hate stuff like this..