Ethical Handling of Personally Identifiable Information
A company is developing a recommendation algorithm that relies on customer data. Which of the following implementations represents the most ethical approach to handling age as Personally Identifiable Information (PII)?
A
Creating shadow profiles that infer age from browsing habits
B
Using k-anonymity to ensure age data cannot uniquely identify users
C
Storing exact age with user profiles to improve recommendations
D
Sharing anonymized age data with third parties without consent
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