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Amazon MLS-C01 Exam - Topic 6 Question 44 Discussion

A Data Engineer needs to build a model using a dataset containing customer credit card information.How can the Data Engineer ensure the data remains encrypted and the credit card information is secure?Use a custom encryption algorithm to encrypt the data and store the data on an Amazon SageMakerinstance in a VPC. Use the SageMaker DeepAR algorithm to randomize the credit card numbers.
D) Use AWS KMS to encrypt the data on Amazon S3 and Amazon SageMaker, and redact the credit card numbers from the customer data with AWS Glue.
B) Use an IAM policy to encrypt the data on the Amazon S3 bucket and Amazon Kinesis to automatically discard credit card numbers and insert fake credit card numbers.
C) Use an Amazon SageMaker launch configuration to encrypt the data once it is copied to the SageMaker instance in a VPC. Use the SageMaker principal component analysis (PCA) algorithm to reduce the length of the credit card numbers.

Amazon MLS-C01 Exam - Topic 6 Question 44 Discussion

Actual exam question for Amazon's MLS-C01 exam
Question #: 44
Topic #: 6
[All MLS-C01 Questions]

A Data Engineer needs to build a model using a dataset containing customer credit card information.

How can the Data Engineer ensure the data remains encrypted and the credit card information is secure?

Use a custom encryption algorithm to encrypt the data and store the data on an Amazon SageMaker

instance in a VPC. Use the SageMaker DeepAR algorithm to randomize the credit card numbers.

Show Suggested Answer Hide Answer
Suggested Answer: D

https://docs.aws.amazon.com/sagemaker/latest/dg/pca.html

by Bernardo at May 07, 2022, 12:44 PM

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Roy
8 months ago
Redacting credit card numbers is a must, good call on D!
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Regenia
8 months ago
IAM policies are great, but they don't encrypt data by themselves.
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Ty
8 months ago
Wait, can you really randomize credit card numbers? Sounds sketchy.
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Nickolas
8 months ago
I think using a custom encryption algorithm is risky.
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Myong
9 months ago
Option D is the best choice for security!
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Evangelina
9 months ago
Hmm, this looks like a tricky one. I'll need to carefully consider the different search options and their efficiency.
upvoted 0 times
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Pamella
9 months ago
This seems like a tricky one. I'll need to carefully read through the options and think about the implications of each.
upvoted 0 times
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Benedict
9 months ago
Hmm, I'm a bit unsure about this one. I know we need to understand the impact, but I'm not sure if a risk assessment, gap analysis, or cost-benefit analysis is the best first step. I'll have to think it through.
upvoted 0 times
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Katheryn
9 months ago
Hmm, I'm a bit unsure about this one. I know the "right to be informed" is important, but I'm not totally clear on all the specific details that need to be provided.
upvoted 0 times
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