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Preventing PII exposure in application logs

Your application logs user activity to CloudWatch for debugging. A log entry contains: userId="user123", email="[email protected]", nationalId="123-45-6789", action="updated_profile". You need to sanitize this before sending to CloudWatch to comply with GDPR and HIPAA.

Which sanitization approach is most appropriate?

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