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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does the Laplace Mechanism add to numeric queries?
π‘ Hint: It starts with 'L' and is a type of statistical noise.
Question 2
Easy
What type of distortion does the Gaussian Mechanism introduce?
π‘ Hint: This noise has a bell-shaped curve.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What is added to numeric queries in the Laplace Mechanism?
- Gaussian noise
- Laplacian noise
- Exponential noise
π‘ Hint: Remember, it's specific to the Laplace method.
Question 2
True or False: The Exponential Mechanism is appropriate for numeric data.
- True
- False
π‘ Hint: Think about the types of outputs discussed.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design an experiment assessing the impact of varying Ξ΅ values on the utility of the Laplace Mechanism. Predict the outcomes.
π‘ Hint: Consider how noise distorts data representation.
Question 2
Select a scenario where the Exponential Mechanism would be the best choice and justify your selection.
π‘ Hint: Think about instances requiring categorical selections.
Challenge and get performance evaluation