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Exam CIPT topic 1 question 52 discussion

Actual exam question from IAPP's CIPT
Question #: 52
Topic #: 1
[All CIPT Questions]

When releasing aggregates, what must be performed to magnitude data to ensure privacy?

  • A. Value swapping.
  • B. Noise addition.
  • C. Basic rounding.
  • D. Top coding.
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Suggested Answer: B 🗳️
Reference:
https://academic.oup.com/idpl/article/8/1/29/4930711
by 837vq3 at Oct. 17, 2021, 3:41 p.m.

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837vq3
2 years, 6 months ago
One way to prevent reverse engineering is to “blur” the data points by using noise addition through differential privacy. The goal is to ensure that the aggregated data is still useful, while also making it nonspecific enough to avoid revealing the underlying identifiers.
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