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This code demonstrates a potential vulneralbility in the sha256 algorithm. We are trying to predict whether the first char in the hash lies in the upper or lower half of the hexadecimal range. The probability that it is upper is 0.514. The Random Forest Classifier predicts with 0.533 accuracy. This is highly statistically significant with a z-score of 15.01 standard deviations. Random Forest Classifier
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