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4 cards from this section. Quick, good the night before a test.
Define data minimization.
Think about the concept 'less is more'.
What does anonymization accomplish?
Consider what personal data is removed for privacy.
What is the primary goal of data minimization?
Reflect on the phrase 'less is more'.
True or False: Anonymization guarantees that data cannot be potentially re-identified.
Consider the limits of how effective anonymization can be.
Discuss a recent event where privacy was compromised. Identify which practices were violated and suggest alternative approaches that could have been used.
Consider well-publicized cases where data breaches occurred.
Create a policy document outlining how an AI company should implement differential privacy in their applications. What methods would you recommend and why?
Think about the balance between data utility and privacy.
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