DATPROF Summer Academy of 2021
July 14, 2021
Hello test data enthusiast,
Welcome to our DATPROF Test Data Summer Acadamy of 2021. We’ll help you get through the slow summer time with some interesting feature reviews. Every few days we’ll introduce a new feature review and share some new interesting information. We are starting with the feature ‘Deterministic Data Masking’ within DATPROF Privacy.
Feature review 1: Deterministic data masking

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Static vs dynamic data masking
What do these methods look like, what are the characteristics, pros and cons?
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Data masking in Salesforce
Protect the customer data in your Salesforce sandboxes by masking these environments.
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Feature review 2: Multi-column correlated data replacement and generation
As part of the Test Data Provisioning framework, DATPROF Privacy remediates existing data content using data masking or data generation techniques. But what happens when you have a set of columns in a table that have related content, for instance town, county, state and zip code? It’s for this reason that we’ve developed our new Privacy generator feature “Value from multi-column seed file”.

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Data masking vs. Synthetic Data
What are the pros and cons of test data masking in relation to synthetic test data?
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Synthetic test data
Synthetic test data is ‘fake/dummy’ data that can be used for development and testing.
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Feature review 3: Synthetic Data Generator
As part of the Test Data Provisioning framework, DATPROF Privacy remediates existing data content using data masking techniques. But what happens when a new application module or functionality is being introduced and it needs new data content for unit testing?
What happens if a new or existing module needs to be

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Synthetic test data
Synthetic test data is ‘fake/dummy’ data that can be used for development and testing.
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Masking project plan
A masking plan is critical to a successful anonymization project and that’s what this document is designed to help you with.
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About DATPROF
Software specialist DATPROF was founded in 2009 and exclusively focuses upon the provision of test data management solutions. With a broad range of clients in both the public and private sector, DATPROF has an extensive track record in delivering a comprehensive software suite consisting of sensitive data discovery and remediation as well as delivering referentially intact subsets for use in the test, development and QA processes. DATPROF is independent and uses its global partner network to bring these solutions to its customers around the world. DATPROF simplifies getting the right test data in the right place at the right time.