AWS Certified AI Practitioner AIF-C01 Practice Question
An organization needs to apply a privacy-enhancing technique that automatically identifies and redacts personally identifiable information (PII) from customer support chat logs before the data is stored for model training. Which AWS service should they use?
Amazon Comprehend includes a built-in PII entity detection feature that can locate sensitive data-such as names, addresses, and credit card numbers-in unstructured text and then return a redacted version. This supports privacy-enhancing workflows by preventing raw PII from being persisted. Amazon Rekognition focuses on images and video, so it cannot redact text PII. AWS Key Management Service provides encryption keys but does not analyze or mask data. AWS Shield Standard protects against DDoS attacks and is unrelated to data redaction.
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What types of PII can Amazon Comprehend detect and redact?
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How does Amazon Comprehend support unstructured text processing?
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Can AWS Rekognition or AWS KMS handle text-based PII redaction?
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AWS Certified AI Practitioner AIF-C01
Security, Compliance, and Governance for AI Solutions
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