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You should be able to remove a paint stain from concrete by using a commercial product such as TSP which is a heavy duty cleaner. If the concrete is sealed the paint should come off with a minimal amount of scrubbing. If the concrete is not sealed you may need to use a paint stripper product to remove all of the residue.