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Exam CIPT topic 1 question 245 discussion

Actual exam question from IAPP's CIPT
Question #: 245
Topic #: 1
[All CIPT Questions]

A data scientist wants to improve her customer satisfaction prediction reports and has some ideas to improve the model. This procedure will involve copying the customer database from production to a test environment. To ensure privacy protection of customer information, the data scientist asked the privacy engineers for guidance. Which of the following Privacy Enhancing Techniques (PETs) would be best suited to support her analysis but reduce privacy risks?

  • A. Use sample data.
  • B. Use synthetic data.
  • C. Use anonymized data.
  • D. Use pseudonymized data
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Suggested Answer: B 🗳️
by Ssourav at Aug. 14, 2024, 2:12 p.m.

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Ssourav
3 months, 1 week ago
Selected Answer: B
The correct answer is: **B. Use synthetic data.** **Explanation:** Synthetic data is artificially generated data that can mimic the characteristics of real data without exposing actual customer information. This method supports analysis while reducing privacy risks, making it well-suited for testing environments where privacy protection is crucial.
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