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Exam AWS Certified AI Practitioner AIF-C01 topic 1 question 142 discussion

Exam question from Amazon's AWS Certified AI Practitioner AIF-C01
Question #: 142
Topic #: 1
[All AWS Certified AI Practitioner AIF-C01 Questions]

A company wants to upload customer service email messages to Amazon S3 to develop a business analysis application. The messages sometimes contain sensitive data. The company wants to receive an alert every time sensitive information is found.

Which solution fully automates the sensitive information detection process with the LEAST development effort?

  • A. Configure Amazon Macie to detect sensitive information in the documents that are uploaded to Amazon S3.
  • B. Use Amazon SageMaker endpoints to deploy a large language model (LLM) to redact sensitive data.
  • C. Develop multiple regex patterns to detect sensitive data. Expose the regex patterns on an Amazon SageMaker notebook.
  • D. Ask the customers to avoid sharing sensitive information in their email messages.
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Suggested Answer: A 🗳️
by chris_spencer at Feb. 4, 2025, 10:29 a.m.
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chdaphne
20 hours, 38 minutes ago
Selected Answer: A
Amazon Macie is a fully managed data security and privacy service that uses machine learning and pattern matching to automatically discover, classify, and protect sensitive data in Amazon S3. It can generate findings and alerts whenever sensitive information, such as personally identifiable information (PII) or financial data, is detected in S3 objects. This solution minimizes development effort and fully automates the process of sensitive data detection and alerting.
upvoted 1 times
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kopper2019
1 month ago
Selected Answer: A
A is the correct answer. Here's why: Amazon Macie is specifically designed for automated sensitive data detection in S3.
upvoted 1 times
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Jessiii
1 month ago
Selected Answer: A
Configure Amazon Macie to detect sensitive information in the documents that are uploaded to Amazon S3. Amazon Macie is a fully managed data security and privacy service that uses machine learning to automatically discover, classify, and protect sensitive data in AWS. It can be configured to monitor Amazon S3 buckets for sensitive information and send alerts when such information is detected. This solution requires minimal development effort and leverages AWS's built-in capabilities for sensitive data detection.
upvoted 1 times
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djeong95
1 month, 1 week ago
Selected Answer: A
If using S3 and PII is a concern, probably Macie is the answer.
upvoted 1 times
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chris_spencer
1 month, 1 week ago
Selected Answer: A
A. Anything related to PII, always think of Macie
upvoted 1 times
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