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You need to evaluate the potential risk of exposing personal information based on the values of epsilon and delta for differential privacy. You create a privacy report. What does an epsilon value greater than one represent?
Correct Answer: B
When epsilon is greater than one, it indicates that the privacy guarantee is weakened, and there is a higher risk of revealing sensitive or personal information from the data used in the report. A larger epsilon allows for more noise in the data, which can reduce privacy protection. Typically, smaller values of epsilon are preferred to provide stronger privacy guarantees.