Uploaded April 2026 | Updated September 2026, 2 weeks ago
Learn how you can leverage attribute-based-access-controls to govern data at scale in Unity Catalog for Databricks.
Video Chapters:
00:00 - Introduction to ABAC in Unity Catalog An overview of how attribute-based access control solves the administrative challenges of managing data access at scale.
00:26 - Identifying PII in Lumina Technologies Data A look at the sample customer table where PII (email addresses) needs to be secured across the operations schema.
00:54 - Defining Global Masking Policies with Attributes How to create a catalog-level policy using tags and group memberships instead of targeting individual tables.
01:21 - Generating Masking Logic with Databricks Assistant Using AI to quickly create, test, and publish a reusable SQL masking function.
01:45 - Verifying Dynamic Access Control A demonstration of how the policy masks data for standard users while maintaining access for authorized service agents.
02:05 - Automated Tagging with Data Classification Scaling security by using Unity Catalog’s built-in tools to scan for PII and apply tags automatically.
Learn more about attribute-based-access-controls docs.databricks.com/aws/en/data-governance/unity-catalog/abac
Learn how you can leverage attribute-based-access-controls to govern data at scale in Unity Catalog for Databricks.
Video Chapters:
00:00 - Introduction to ABAC in Unity Catalog An overview of how attribute-based access control solves the administrative challenges of managing data access at scale.
00:26 - Identifying PII in Lumina Technologies Data A look at the sample customer table where PII (email addresses) needs to be secured across the operations schema.
00:54 - Defining Global Masking Policies with Attributes How to create a catalog-level policy using tags and group memberships instead of targeting individual tables.
01:21 - Generating Masking Logic with Databricks Assistant Using AI to quickly create, test, and publish a reusable SQL masking function.
01:45 - Verifying Dynamic Access Control A demonstration of how the policy masks data for standard users while maintaining access for authorized service agents.
02:05 - Automated Tagging with Data Classification Scaling security by using Unity Catalog’s built-in tools to scan for PII and apply tags automatically.
Learn more about attribute-based-access-controls docs.databricks.com/aws/en/data-governance/unity-catalog/abac
