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DP-100 · Question #305
DP-100 Question #305: Real Exam Question with Answer & Explanation
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Design and prepare a machine learning solution
Question
You have a dataset that includes confidential data. You use the dataset to train a model. You must use a differential privacy parameter to keep the data of individuals safe and private. You need to reduce the effect of user data on aggregated results. What should you do?
Options
- ADecrease the value of the epsilon parameter to reduce the amount of noise added to the data
- BIncrease the value of the epsilon parameter to decrease privacy and increase accuracy
- CDecrease the value of the epsilon parameter to increase privacy and reduce accuracy
- DSet the value of the epsilon parameter to 1 to ensure maximum privacy
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Topics
#Differential Privacy#Epsilon parameter#Data Privacy#Privacy-Accuracy Trade-off