AWS Certification Exam AI Practitioner (Practice Questions) set2
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When using medical records as training data for AI, what is the most appropriate method to ensure that individuals cannot be identified?
①Leave the direct identifiers intact and consider anonymization unnecessary.
②Simply hashing all the data will prevent identification of individuals.
③Remove direct identifiers such as names and addresses, and use the data only after evaluating the risk of re-identification.
④Even without consent, it will be provided to third parties at any time if it has been anonymized.
⑤Training should always use only synthetic data and never use real data.