CDPSE · Question #397
CDPSE Question #397: Real Exam Question with Answer & Explanation
The correct answer is C: By using synthetic data. 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
Question
Which of the following is the BEST way to ensure privacy is embedded into the training of an AI model?
Options
- ABy using de-identified data
- BBy obtaining consent from individuals to use their data
- CBy using synthetic data
- DBy posting a privacy notice before login
Explanation
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."
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