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Certified Data Engineer Associate Practice Test 56

Question 550

A newly created ABAC masking policy is applied, but an analyst lacks SELECT on the target table and expects the policy itself to grant access.

Which acceptance result most directly demonstrates that the intended solution works?

  1. Only authorized tag administrators can create or assign the sensitive classification used by the policy.
  2. The correctly classified column is masked according to the intended policy after propagation.
  3. An eligible reader gains base access and receives masked output, while a user without SELECT is still denied.
  4. An authorized user reads table rows only after required usage and SELECT privileges are present.

Explanation

Correct Answer

C:

ABAC row filters and masks restrict already authorized data access; they do not automatically provide table SELECT.

Incorrect Answers

A:

Only authorized tag administrators can create or assign the sensitive classification used by the policy. That finding does not establish that an eligible reader gains base access and receives masked output, while a user without SELECT is still denied.

B:

The correctly classified column is masked according to the intended policy after propagation. That finding does not establish that an eligible reader gains base access and receives masked output, while a user without SELECT is still denied.

D:

An authorized user reads table rows only after required usage and SELECT privileges are present. That finding does not establish that an eligible reader gains base access and receives masked output, while a user without SELECT is still denied.

Question 551

A security team plans to apply attribute-based data policies using arbitrary uncontrolled free-text tags added by any user.

Which implementation decision best addresses this requirement?

  1. Define and use governed tags with ownership and authorization controls for ABAC conditions.
  2. Scope ABAC policy to the appropriate catalog or schema and match the governed classification tags.
  3. Use an appropriate table-level row filter if a narrow, individually managed policy meets the requirement.
  4. Use supported workspace-catalog binding or equivalent workspace scoping controls.

Explanation

Correct Answer

A:

Governed tags make policy matching administratively controlled rather than dependent on untrusted labels. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

B:

Hierarchy-scoped ABAC applies dynamically to tagged objects meeting the policy conditions.

C:

Direct table-level filters can be simpler for isolated policies than organization-wide ABAC administration.

D:

Workspace bindings provide an additional placement/access boundary beyond a user's object-level grants.

Question 552

A security team plans to apply attribute-based data policies using arbitrary uncontrolled free-text tags added by any user.

Which acceptance result most directly demonstrates that the intended solution works?

  1. The new qualifying table is protected without adding a one-off table-specific policy.
  2. Only the selected table changes visibility and unrelated catalog tables are unaffected.
  3. An approved production workspace can query the catalog while a disallowed workspace cannot.
  4. Only authorized tag administrators can create or assign the sensitive classification used by the policy.

Explanation

Correct Answer

D:

Governed tags make policy matching administratively controlled rather than dependent on untrusted labels.

Incorrect Answers

A:

The new qualifying table is protected without adding a one-off table-specific policy. That finding does not establish that only authorized tag administrators can create or assign the sensitive classification used by the policy.

B:

Only the selected table changes visibility and unrelated catalog tables are unaffected. That finding does not establish that only authorized tag administrators can create or assign the sensitive classification used by the policy.

C:

An approved production workspace can query the catalog while a disallowed workspace cannot. That finding does not establish that only authorized tag administrators can create or assign the sensitive classification used by the policy.

Question 553

A new regulated table is created under a catalog governed by a tag-driven data protection policy; the team wants coverage without editing the policy each time.

Which implementation decision best addresses this requirement?

  1. Use the correct governed tag key and value recognized by the ABAC policy.
  2. Scope ABAC policy to the appropriate catalog or schema and match the governed classification tags.
  3. Enforce suitable centrally governed ABAC policy rather than relying only on owner-managed per-table masks.
  4. Grant the appropriate READ VOLUME permission along with required parent usage privileges.

Explanation

Correct Answer

B:

Hierarchy-scoped ABAC applies dynamically to tagged objects meeting the policy conditions. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

A:

Policy matching depends on governed tag conditions, not merely a human-readable description.

C:

Catalog or schema-scoped ABAC policy administration can separate security policy ownership from ordinary table ownership.

D:

Volume file access is a distinct securable privilege from table SELECT.

Question 554

A new regulated table is created under a catalog governed by a tag-driven data protection policy; the team wants coverage without editing the policy each time.

Which acceptance result most directly demonstrates that the intended solution works?

  1. The correctly classified column is masked according to the intended policy after propagation.
  2. The table owner cannot bypass the centrally controlled masking rule by editing their own table definition.
  3. An approved analyst reads the specified volume file but cannot modify its contents without write permission.
  4. The new qualifying table is protected without adding a one-off table-specific policy.

Explanation

Correct Answer

D:

Hierarchy-scoped ABAC applies dynamically to tagged objects meeting the policy conditions.

Incorrect Answers

A:

The correctly classified column is masked according to the intended policy after propagation. That finding does not establish that the new qualifying table is protected without adding a one-off table-specific policy.

B:

The table owner cannot bypass the centrally controlled masking rule by editing their own table definition. That finding does not establish that the new qualifying table is protected without adding a one-off table-specific policy.

C:

An approved analyst reads the specified volume file but cannot modify its contents without write permission. That finding does not establish that the new qualifying table is protected without adding a one-off table-specific policy.

Question 555

A developer tags a column as pii but the associated masking policy still does not apply because the tag is not the governed classification expected by policy.

Which implementation decision best addresses this requirement?

  1. Use an appropriate table-level row filter if a narrow, individually managed policy meets the requirement.
  2. Distinguish metadata visibility or BROWSE from the USE CATALOG, USE SCHEMA and SELECT path needed to read rows.
  3. Use the correct governed tag key and value recognized by the ABAC policy.
  4. Grant CREATE SCHEMA at the approved catalog scope with required catalog usage.

Explanation

Correct Answer

C:

Policy matching depends on governed tag conditions, not merely a human-readable description. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

A:

Direct table-level filters can be simpler for isolated policies than organization-wide ABAC administration.

B:

Discovering an object in Catalog Explorer is not proof of a successful data-read entitlement.

D:

Creating a schema is a catalog-level capability distinct from reading a table.

Question 556

A developer tags a column as pii but the associated masking policy still does not apply because the tag is not the governed classification expected by policy.

Which acceptance result most directly demonstrates that the intended solution works?

  1. The correctly classified column is masked according to the intended policy after propagation.
  2. Only the selected table changes visibility and unrelated catalog tables are unaffected.
  3. An authorized user reads table rows only after required usage and SELECT privileges are present.
  4. The user creates a schema only in the authorized catalog and is denied in restricted catalogs.

Explanation

Correct Answer

A:

Policy matching depends on governed tag conditions, not merely a human-readable description.

Incorrect Answers

B:

Only the selected table changes visibility and unrelated catalog tables are unaffected. That finding does not establish that the correctly classified column is masked according to the intended policy after propagation.

C:

An authorized user reads table rows only after required usage and SELECT privileges are present. That finding does not establish that the correctly classified column is masked according to the intended policy after propagation.

D:

The user creates a schema only in the authorized catalog and is denied in restricted catalogs. That finding does not establish that the correctly classified column is masked according to the intended policy after propagation.

Question 557

A dataset owner needs a one-table exception filter without introducing a catalog-wide governed tag taxonomy.

Which implementation decision best addresses this requirement?

  1. Enforce suitable centrally governed ABAC policy rather than relying only on owner-managed per-table masks.
  2. Use supported workspace-catalog binding or equivalent workspace scoping controls.
  3. Use an appropriate table-level row filter if a narrow, individually managed policy meets the requirement.
  4. Revoke the contractor's MODIFY entitlement while preserving only the specifically authorized SELECT grants.

Explanation

Correct Answer

C:

Direct table-level filters can be simpler for isolated policies than organization-wide ABAC administration. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

A:

Catalog or schema-scoped ABAC policy administration can separate security policy ownership from ordinary table ownership.

B:

Workspace bindings provide an additional placement/access boundary beyond a user's object-level grants.

D:

Read and write privileges can be managed separately to enforce least privilege.

Question 558

A dataset owner needs a one-table exception filter without introducing a catalog-wide governed tag taxonomy.

Which acceptance result most directly demonstrates that the intended solution works?

  1. The table owner cannot bypass the centrally controlled masking rule by editing their own table definition.
  2. Only the selected table changes visibility and unrelated catalog tables are unaffected.
  3. An approved production workspace can query the catalog while a disallowed workspace cannot.
  4. The contractor can query the permitted table but INSERT and UPDATE operations fail.

Explanation

Correct Answer

B:

Direct table-level filters can be simpler for isolated policies than organization-wide ABAC administration.

Incorrect Answers

A:

The table owner cannot bypass the centrally controlled masking rule by editing their own table definition. That finding does not establish that only the selected table changes visibility and unrelated catalog tables are unaffected.

C:

An approved production workspace can query the catalog while a disallowed workspace cannot. That finding does not establish that only the selected table changes visibility and unrelated catalog tables are unaffected.

D:

The contractor can query the permitted table but INSERT and UPDATE operations fail. That finding does not establish that only the selected table changes visibility and unrelated catalog tables are unaffected.

Question 559

A central security team worries that individual table owners could remove their own masks and expose confidential data.

Which implementation decision best addresses this requirement?

  1. Distinguish metadata visibility or BROWSE from the USE CATALOG, USE SCHEMA and SELECT path needed to read rows.
  2. Grant the appropriate READ VOLUME permission along with required parent usage privileges.
  3. Query the appropriate audit logs or system audit records for permission-change events.
  4. Enforce suitable centrally governed ABAC policy rather than relying only on owner-managed per-table masks.

Explanation

Correct Answer

D:

Catalog or schema-scoped ABAC policy administration can separate security policy ownership from ordinary table ownership. The selected implementation is the one directly aligned with the constraints in the scenario.

Incorrect Answers

A:

Discovering an object in Catalog Explorer is not proof of a successful data-read entitlement.

B:

Volume file access is a distinct securable privilege from table SELECT.

C:

Current grants describe effective access but audit history explains when and by whom permissions changed.

Question 560

A central security team worries that individual table owners could remove their own masks and expose confidential data.

Which acceptance result most directly demonstrates that the intended solution works?

  1. An authorized user reads table rows only after required usage and SELECT privileges are present.
  2. The table owner cannot bypass the centrally controlled masking rule by editing their own table definition.
  3. An approved analyst reads the specified volume file but cannot modify its contents without write permission.
  4. The investigation identifies the relevant privilege change event, actor and timestamp.

Explanation

Correct Answer

B:

Catalog or schema-scoped ABAC policy administration can separate security policy ownership from ordinary table ownership.

Incorrect Answers

A:

An authorized user reads table rows only after required usage and SELECT privileges are present. That finding does not establish that the table owner cannot bypass the centrally controlled masking rule by editing their own table definition.

C:

An approved analyst reads the specified volume file but cannot modify its contents without write permission. That finding does not establish that the table owner cannot bypass the centrally controlled masking rule by editing their own table definition.

D:

The investigation identifies the relevant privilege change event, actor and timestamp. That finding does not establish that the table owner cannot bypass the centrally controlled masking rule by editing their own table definition.

Certified Data Engineer Associate Practice Tests

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