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The flag is known as the Black Standard of Muhammad. There are many variants of the flag, and as far as I can tell the variant used by ISIS is original, but other variants have been used by many groups before.
The flag can either be a pure black flag, or it may have the Shahada ("There is no god but Allah. Muhammad is the messenger of Allah.") printed on it in white.