security
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Auditing Security Function Ownership Used by Column Masks
POST_START Auditing Security Function Ownership Used by Column Masks I recently had to audit the security function ownership used by column masks in our Databricks Unity Catalog environment. The goal was to ensure that the functions used for data masking were properly secured and that only authorized users had access to them. I started by…
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Designing Department-Based Row-Level Security for Enterprise Tables
POST_START Designing Department-Based Row-Level Security for Enterprise Tables Setting Up the Security Function I started by thinking about how to secure our enterprise tables based on department access. I needed a way to filter rows so that users could only see data relevant to their department. The solution was to create a security function that…
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Testing Column-Level Security for Privileged and Standard Users
POST_START Testing Column-Level Security for Privileged and Standard Users I recently needed to verify how column-level security is enforced in our Databricks environment. My task was to test whether privileged users could access certain columns in a table, while standard users were restricted. To do this, I started by examining the structure of the customer_master…
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Designing Region-Based Row-Level Security for Shared Production Data
POST_START Designing Region-Based Row-Level Security for Shared Production Data I recently took on the responsibility of securing access to a shared production dataset in Databricks. The dataset, production.sales.regional_orders, contains sensitive customer information, and I needed to ensure that users only saw data relevant to their region. The goal was to implement region-based row-level security using…
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Testing Row-Level Security for Multiple Production User Roles
POST_START Testing Row-Level Security for Multiple Production User Roles I recently took on the task of verifying that row-level security (RLS) policies are correctly configured for multiple user roles in the production environment. My goal was to ensure that each role only sees the data it’s authorized to access. To start, I needed to understand…
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Creating Business-Domain Security Boundaries with Separate Catalogs
POST_START Creating Business-Domain Security Boundaries with Separate Catalogs I recently had the opportunity to help my organization implement a more secure and organized data governance strategy. As part of this effort, we decided to create separate Unity Catalogs for each business domain—Finance, HR, and Sales. This approach allows us to enforce security boundaries that align…
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Implementing Production Row-Level Security with a Country-Based Unity Catalog Row Filter
POST_START Implementing Production Row-Level Security with a Country-Based Unity Catalog Row Filter The Problem: Securing Data Access by Country I recently had to implement row-level security for a customer database in Databricks. The requirement was simple but critical: only users in the global_sales account group should be able to access all data, while others should…
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Safely Removing Row-Level Security from a Production Unity Catalog Table
POST_START Safely Removing Row-Level Security from a Production Unity Catalog Table The Problem I recently inherited a table in the production environment that had row-level security (RLS) applied to it. The table was production.sales.customers, and it was used by multiple teams for reporting and analytics. While the RLS was initially implemented to enforce data access…
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Databricks: A Unified Data Catalog Improves Both Security and Productivity. To What Extent Do You Agree or Disagree?
Learning German & Databricks: Finding My Way in the Data Okay, let me start by saying this has been… a journey. I moved to Munich six months ago for my job at Siemens, and honestly, everything was fantastic until I started working with their data analytics team. They were using this incredible tool called Databricks…
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IELTS Executive Communication: AI Development Has Become a Matter of National Security. Do You Agree or Disagree?
My Struggle with ‘Sicherheit’ and Saying the Right Thing – German for Executives Okay, so here I am, six months in Berlin. Six months of desperately trying to understand not just what people are saying, but also how they’re saying it. It’s amazing this city, incredible culture, but honestly, the executive communication part of learning…
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