Not exactly sure what's the name of the algae (Black Brush Algae??) Leave to the experts to advise you on the name.
You should try manually remove them if possible.
If not, get a small SAE (Siamese Algae Eater) to remove them for you but they might go for your moss first before going to the algae.
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