Exercise

Generating Binomial Synthetic Data

After setting epsilon and calculating the global sensitivity for your queries, you will apply the Laplace sanitizer. You've already assigned the privacy budget and global sensitivity values to eps and gs.prop, respectively. Also, from the previous exercise, you know that the proportions for Accident/Trauma accident_prop= 0.44 and Surgical Intervention surgical_prop = 0.51. Remember the answers from the Laplace mechanism should be bounded by 0 and 1.

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Apply the Laplace mechanism to the proportion of participants who were in an accident/trauma and who had surgical intervention.