Practice Privacy: Safeguarding Personal Information In The Age Of Ai (2.3) - Advanced ML Topics & Ethical Considerations (Weeks 14)
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Privacy: Safeguarding Personal Information in the Age of AI

Practice - Privacy: Safeguarding Personal Information in the Age of AI

Learning

Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What is the definition of privacy in the context of AI?

💡 Hint: Think about how data is handled from start to end.

Question 2 Easy

Name one challenge related to maintaining privacy in AI.

💡 Hint: Consider the amount of data AI needs to function.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What is a core reason for protecting privacy in AI?

Legal obligation
Trust building
Operational efficiency

💡 Hint: Consider the effects of data breaches on public perception.

Question 2

True or False: Federated learning involves sharing raw data.

True
False

💡 Hint: Focus on data handling in federated systems.

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Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

You are tasked with developing a new AI system for tracking user behaviors online while ensuring privacy. What strategies could you employ to respect users’ privacy?

💡 Hint: Consider technologies that keep data actionable while hidden.

Challenge 2 Hard

Analyze a scenario where an AI system inadvertently exposes sensitive data through model memorization. What should be the immediate steps to mitigate this issue?

💡 Hint: Think about immediate damage control and long-term preventive measures.

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Reference links

Supplementary resources to enhance your learning experience.