Home / AWS Certified AI Practitioner (AIF-C01) / 5 Practice / AWS-AIF-291
A prompt needs a customer ID for analysis.
Do not send the real identifier to the model.
Choose two controls.
Hint 1: Focus on the requirement Replace sensitive identifiers with separate tokens, protect the mapping, and remember that tokenization does not remove all privacy obligations.
Hint 2: Key terms Review tokenization and re-identification risk.
TokenizationReplacing a sensitive value with a substitute token while keeping the mapping separately.
Mapping tableA protected table that links replacement tokens back to original values.
Re-identification riskThe possibility of recovering a person or sensitive value by combining information.
PseudonymizationReplacing direct identifiers with pseudonyms while retaining a controlled possibility of linkage. × Incorrect Replace identifiers with random tokens and isolate the mapping table, while continuing to control reidentification, logs, retention, and access.
Detailed explanation A Incorrect Embed the mapping table in every prompt
Separation is lost.
B Incorrect Tokenization makes all regulatory and access controls unnecessary
A mapping table or combination can reidentify.
C Correct Audit reidentification, logs, output, retention, and access after tokenization
The token is not treated as risk-free.
D Correct Replace the real ID with a random token and store the mapping under a separate access boundary
The model need not receive the direct identifier.
Check official documentation Compare the following points with the official documentation.
AWS公式AIF-C01 Domain 5.1のデータ保護、トークン化、最小権限を確認する。
Official references Official documentation 1 Official documentation 2 What to confirm トークン化がアクセス分離であり、完全な匿名化を自動保証しないと説明できる。
Key points Tokenization Mapping Reidentification Notes Environment: AWS公式AIF-C01試験ガイドとAWS公式ドキュメントの確認 Compare the definition with the AIF-C01 objective and the service documentation before applying it. Keep the concept separate from a particular answer choice or implementation step. Foundation review Tokenization Replacing a sensitive value with a substitute token while keeping the mapping separately.
Mapping table A protected table that links replacement tokens back to original values.
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