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Which of the following is the BEST way to ensure privacy is embedded into the training of an AI model?
Suggested Answer: C
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Synthetic data is generated artificially to mimic patterns without containing real personal data, making it the strongest method to embed privacy by design in AI training. De-identification (A) reduces but does not eliminate reidentification risk; consent (B) addresses lawfulness, not privacy-preserving training; privacy notices (D) provide transparency but not technical risk reduction.
''Synthetic data allows AI model training without exposing real personal information.''
4 comments · newest first
KA
Katie
38 minutes ago
Posting a privacy notice seems too passive compared to the other options. I doubt it would be effective alone.
RO
Rory
5 days ago
Synthetic data sounds interesting, but I wonder if it really covers all privacy concerns.
LA
Lashon
10 days ago
I remember a practice question that emphasized the importance of consent. It seems like a solid choice too.
LE
Lenna
16 days ago
I think using de-identified data is a common approach, but I'm not sure if it's the best option.