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Linux Foundation CNPA Exam - Topic 2 Question 17 Discussion

For a cloud native platform handling sensitive customer data, which approach ensures compliance with data privacy regulations like GDPR and PCI DSS within a Kubernetes environment?
C) Deploying a policy engine like Open Policy Agent (OPA) with real-time data masking and audit logging.
A) Relying on default cloud provider IAM policies with minimal Kubernetes customizations.
B) Utilizing standard Kubernetes Secrets with encrypted storage and manual access reviews.
D) Implementing Kubernetes Role-based access control (RBAC) with basic network policies and periodic manual audits.

Linux Foundation CNPA Exam - Topic 2 Question 17 Discussion

Actual exam question for Linux Foundation's CNPA exam
Question #: 17
Topic #: 2
[All CNPA Questions]

For a cloud native platform handling sensitive customer data, which approach ensures compliance with data privacy regulations like GDPR and PCI DSS within a Kubernetes environment?

Show Suggested Answer Hide Answer
Suggested Answer: C

Compliance with regulations like GDPR and PCI DSS requires fine-grained control, auditing, and data protection. Option C is correct because deploying a policy engine like Open Policy Agent (OPA) enables dynamic enforcement of policies, real-time data masking, and comprehensive audit logging. This ensures sensitive data is protected while providing traceability and compliance reporting.

Option A is insufficient, as default IAM policies without Kubernetes-level governance do not provide the granularity required for compliance. Option B (Kubernetes Secrets) adds encryption but lacks auditability and runtime enforcement. Option D (RBAC and network policies) improves security posture but does not provide comprehensive compliance coverage or data privacy features like masking and logging.

OPA and similar tools integrate with Kubernetes admission control to enforce compliance policies consistently, providing the flexibility and auditability needed in regulated industries.


--- CNCF Security TAG Best Practices

--- CNCF Platforms Whitepaper

--- Cloud Native Platform Engineering Study Guide

Contribute your Thoughts:

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Brunilda
2 days ago
RBAC alone isn't enough, we need more than just basic policies.
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Lashon
8 days ago
Wait, can we really rely on just standard Secrets? Seems risky.
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Grover
13 days ago
Totally agree, OPA with real-time data masking is crucial!
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Mable
18 days ago
I think option C is the best choice for compliance.
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Lang
23 days ago
I’m leaning towards A, but I recall that relying solely on default IAM policies might not meet all compliance requirements. It feels risky.
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Margarett
28 days ago
I practiced a question similar to this, and I feel like D might be too basic for handling sensitive data. RBAC is good, but I wonder if it's enough on its own.
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Edison
1 month ago
I think C could be the best option since it mentions real-time data masking, which is crucial for compliance, but I need to double-check how OPA integrates with Kubernetes.
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Mitsue
1 month ago
I remember discussing the importance of encryption for sensitive data, so B seems like a solid choice, but I'm not entirely sure about the manual access reviews part.
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