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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does Differential Privacy aim to protect?
π‘ Hint: Think about what happens when someoneβs data is added or removed.
Question 2
Easy
Name one mechanism of Differential Privacy.
π‘ Hint: It adds noise to what's being computed.
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 does Differential Privacy ensure regarding individual data points?
- They can significantly influence the model output.
- They do not influence model output significantly.
- They are exposed in training data.
π‘ Hint: Remember how data contributes to model predictions.
Question 2
True or False: The Laplace Mechanism adds Gaussian noise to numerical queries.
- True
- False
π‘ Hint: Recall the specific noises associated with different mechanisms.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
If a company decides to implement Differential Privacy on their data, but they set Ξ΅ too low, what potential issues could arise?
π‘ Hint: Think about how strict privacy requirements interact with accuracy.
Question 2
How would you explain to a non-technical person how Differential Privacy works using the analogy of a party?
π‘ Hint: Consider what distractions would prevent identifying specifics.
Challenge and get performance evaluation