Practice Differential Privacy - 6.1 | AI Ethics, Bias, and Responsible AI | Artificial Intelligence Advance
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What is Differential Privacy?

💡 Hint: Think about how data can be obscured.

Question 2

Easy

Name one advantage of using Differential Privacy.

💡 Hint: Consider the balance between data utility and privacy.

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 the primary purpose of Differential Privacy?

  • To maximize data access
  • To protect individual identities
  • To create perfect datasets

💡 Hint: Focus on the main goal of privacy measures.

Question 2

True or False: Differential Privacy guarantees 100% privacy.

  • True
  • False

💡 Hint: Consider the limitations of privacy techniques.

Solve 3 more questions and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

In a dataset of 1,000 individuals, 10 people have certain health conditions. If a study applies Differential Privacy by adding noise, explain how this could affect the analysis results and impact those individuals.

💡 Hint: Consider how the inclusion of noise influences data representation.

Question 2

Assuming a tech company implements Differential Privacy across its user data analytics, discuss potential scenarios or consequences if this privacy technique were misapplied.

💡 Hint: Reflect on the balance needed in applying privacy techniques.

Challenge and get performance evaluation