I would have to agree that it is some kind of moisture problem and some form of mold. A mixture of bleach and water should kill it, bu tif there is a moisture problem it will be back. Time to become a detective and find out the why this is happening. Take precautions when dealing with mold, you don't want to breathe the spores, wear gloves.
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