What i have done it just used a wire wheel and put it on a dremel tool and scraped away. Steel wool works too but takes a little longer.

Be careful when doing this. The steel abrasive products can leave behind steel particles. Steel+H2O=Rust You don't want to end up with rust stained alumnium wheels.

Michael