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You might try some vinegar and a toothbrush on it. Just put some in a spray bottle, spray it on and let it set for a few minutes. I don't know about that type of corrosion but it works on computer motherboards that have corrosion on them....
If you try it let us know either way. (works or not)
LockDoc