AWS Glue Databrew could help to achieve your objective. It offers different functions to mask data:
- It can connect to Amazon S3 and many other data stores including Amazon Redshift to read source data and to write the output data.
- Databrew Job can be scheduled and managed by the service or integrated with AWS StepFunctions and other workflow services
- it does include a PII detection feature
- some of the data masking techniques that can be used provide repeatable output
you can read more in this blog post.
hope this helps.
Hi, Good question
you could use a service called Comprehend to detect PII and replace it. An example workshop is located at https://github.com/karchit/s3-object-lambda-workshop/tree/Lab2
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