The AUTHORS of the original paper got a dataset from a company. They didn't assume the fraud from the start and published the paper based on it.
Later, when they tried to analyze the issue more in-depth, they couldn't replicate the results. THE ORIGINAL AUTHORS PUBLISHED a paper about a failure to replicate. It was just then that someone looked at the original data and found that it was faked.