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A healthcare organisation is sharing medical research data with a research partner while ensuring privacy protection using a privacy - preserving technique called k
A healthcare organisation is sharing medical research data with a research partner while ensuring privacy protection using a privacypreserving technique called kanonymity." The dataset contains information about patients' medical conditions and their ages. The organisation wants to disclose aggregate statistics about patient ages while protecting individual privacy.
The organisation chooses to achieve anonymity, meaning that there are at least three patients with the same age and medical condition for any combination of age and medical condition. The dataset contains the following information:
Patient A: Age Medical Condition X
Patient B: Age Medical Condition Y
Patient C: Age Medical Condition Z
Patient D: Age Medical Condition X
Patient E: Age Medical Condition Y
Patient F: Age Medical Condition X
Patient G: Age Medical Condition Z
Patient H: Age Medical Condition X
a Calculate the transformed dataset that satisfies the anonymity requirement.
b Explain how the transformed dataset ensures privacy protection for individual patients.
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