Altering data values to restrict the use of actual sensitive data - Cloud - 8.0

Data privacy

Version
Cloud
8.0
Language
English
Product
Talend Big Data Platform
Talend Data Fabric
Talend Data Management Platform
Talend Data Services Platform
Talend MDM Platform
Talend Real-Time Big Data Platform
Module
Talend Studio
Content
Data Governance > Third-party systems > Data Quality components > Data privacy components
Data Quality and Preparation > Third-party systems > Data Quality components > Data privacy components
Design and Development > Third-party systems > Data Quality components > Data privacy components
Last publication date
2024-03-28

This scenario applies only to Talend Data Management Platform, Talend Big Data Platform, Talend Real-Time Big Data Platform, Talend MDM Platform, Talend Data Services Platform, Talend MDM Platform and Talend Data Fabric.

For more technologies supported by Talend, see Talend components.

With the tDataMasking component, you can replace sensitive information such as credit card or social security numbers with realistic values, allowing production data to be safely used for purposes such as testing and training.

This scenario describes a Job which uses:

  • the tFixedFlowInput component to generate personal data including credit card numbers,

  • the tDataMasking component to hide specific original data with random characters or figures,

  • the tFileOutputExcel component to output the substitute data set.