The importance of masking test data

We discussed in a previous blog post that you should maintain one or more test environments for your applications. This allows us to fully test an application for functionality and security without impacting the production environment. However if these test environments use unsanitised or anonymised production data, which can include personally identifiable information, there is an inherent risk of a data breach.

Organisations should maintain test data, which maps to the productions data for fields, data types and syntax but does not contain actual information on your customers. If you do decide to use production data you must ensure it is santitised, replace any PII in the data such as names, credit card information or similar with tokens, placeholders or randomised segments. There is a good pdf on data masking here; https://www.informatica.com/downloads/6993_data_sec_sap_wp_web.pdf

So what does ISO27001 say;

Security category – 14.3. Test data

14.3.1. Protection of test data.

Any data used for testing purposes should be taken from a carefully selected sample pool and given adequate protection. Avoiding the use of PII and sensitive data can help reduce the risks of disclosure. Standard best practices include mimicking the access controls for production environment on the testing environment, having a procedure for gaining authorization to use production data, maintaining an audit trail and ensuring the destruction of data when no longer needed.

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