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You are training a model on a dataset containing confidential information. To protect individual privacy and minimize the influence of any single user's data on the aggregated results, you must apply a differential privacy parameter. What should you do?
A
Decrease the value of the epsilon parameter to reduce the amount of noise added to the data
B
Increase the value of the epsilon parameter to decrease privacy and increase accuracy
C
Decrease the value of the epsilon parameter to increase privacy and reduce accuracy
D
Set the value of the epsilon parameter to 1 to ensure maximum privacy