CCSP Cloud Data Security Practice Question
A cloud architect is designing a data classification strategy for a multi-cloud environment. The strategy must automatically tag resources with classification labels and enforce access controls based on those labels. Which THREE components are essential for this automated classification and enforcement?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
IAM policies that reference classification tags
Option B is essential because the strategy requires resources to actually carry classification labels (e.g., via cloud-native tagging such as AWS tags, Azure tags, or GCP labels), which serve as the metadata foundation that any automated enforcement mechanism must reference. Option D is essential because automated DLP scanning (e.g., Amazon Macie, Azure Information Protection, or Google Cloud DLP) is what discovers and identifies sensitive data so that classification labels can be applied automatically rather than manually, directly enabling the 'automatically tag' requirement. Option A is essential because IAM policies that reference classification tags (e.g., AWS IAM policy conditions using aws:ResourceTag or azureResourceTags) are the mechanism that translates labels into actual access-control decisions, satisfying the 'enforce access controls based on those labels' requirement. Option C is not correct because pre-signed URLs only grant temporary access to a specific object and do not perform classification or tag-based policy enforcement. Option E is not correct because HSM-backed key generation addresses cryptographic key protection and management, not data classification or label-based access control.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
IAM policies that reference classification tags
Why this is correct
IAM policies that reference classification tags enforce access decisions dynamically, so permissions follow the label rather than static resource names. Without tag-based policy evaluation, automated classification produces metadata that never gates access, breaking the enforcement half of the requirement.
- ✓
Tagging resources with classification labels
Why this is correct
Attaching classification labels as resource tags creates the machine-readable metadata that policy engines evaluate. Tags are the shared vocabulary across multi-cloud providers, letting automated scanners and IAM policies agree on which data is sensitive without hard-coded resource lists.
- ✗
Pre-signed URLs for temporary access
Why it's wrong here
Pre-signed URLs grant time-limited access to a specific object; they neither assign classification labels to resources nor evaluate those labels when enforcing access. They belong in a data-sharing design where a partner needs temporary download rights to one object.
- ✓
Automated DLP scanning to identify sensitive data
Why this is correct
Automated DLP scanning inspects content and applies classification labels without manual effort, which is what makes the strategy automatic across a multi-cloud estate. It supplies the sensitivity signal that tagging and tag-referencing IAM policies then act upon.
- ✗
HSM-backed key generation
Why it's wrong here
HSM-backed key generation protects and stores cryptographic keys; it does not inspect resources to assign classification labels or evaluate labels during access decisions. It is the right control when regulation demands tamper-resistant key custody, not automated classification enforcement.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This CCSP practice question is part of Courseiva's free ISC2 certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the CCSP exam.