Practice Differential Privacy (6.1) - AI Ethics, Bias, and Responsible AI

Practice: Differential Privacy

Lesson 6.1AI Ethics, Bias, and Responsible AI

Practise this section

11 questions

Flashcard drill
3 cards from this section. Quick, good the night before a test.
Exercise
6 questions · about 4 min · pass mark 70%. Hints available.
Sign up to start the exercise
Quiz
5 questions · about 3 min · pass mark 70%. Hints available.
Sign up to start the quiz

6 sample questions

Question 1.
What is Differential Privacy?
Show hintHide hint
Think about how data can be obscured.
Question 2.
Name one advantage of using Differential Privacy.
Show hintHide hint
Consider the balance between data utility and privacy.
3Question 3.
What is the primary purpose of Differential Privacy?
- To maximize data access
- To protect individual identities
- To create perfect datasets
Show hintHide hint
Focus on the main goal of privacy measures.
4Question 4.
True or False: Differential Privacy guarantees 100% privacy.
- True
- False
Show hintHide hint
Consider the limitations of privacy techniques.
Question 5.
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.
Show hintHide hint
Consider how the inclusion of noise influences data representation.
Question 6.
Assuming a tech company implements Differential Privacy across its user data analytics, discuss potential scenarios or consequences if this privacy technique were misapplied.
Show hintHide hint
Reflect on the balance needed in applying privacy techniques.

7 more questions in this section. Enroll free to practise them all.