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Answer: between 0 and 1
In differential privacy, epsilon (ε) represents the privacy budget, where lower values provide stronger privacy protection. The calculated epsilon of 1.8 falls in the 'between 0 and 1' range when considering privacy guarantees. Community discussion confirms that values between 0 and 1 provide strong privacy guarantees, while higher values (2-3, 3-10, >10) offer progressively weaker protection. Since the goal is to ensure reports are private, the optimal choice is the lowest epsilon range that provides strong privacy protection, which is between 0 and 1. The community consensus (100% selected A with upvoted comments) reinforces that lower epsilon values better protect individual privacy.
Author: LeetQuiz Editorial Team
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You are using differential privacy to ensure your reports are private. The calculated epsilon value for your data is 1.8. You need to modify your data to ensure your reports are private. Which epsilon value should you use for your data?
A
between 0 and 1
B
between 2 and 3
C
between 3 and 10
D
more than 10
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