Which of the following is the BEST way to ensure an organization's data classification policies are preserved during the process of data transformation?
A.
Conduct a data discovery exercise across all business applications.
B.
Control access to extract, transform, and load (ETL) tools.
C.
Implement classification labels in metadata during data creation.
Option C is the best choice because it proactively embeds classification labels into the metadata during data creation, ensuring that classification policies are preserved and adhered to throughout the data transformation process.
Answer D
Mapping data classification controls to data sets involves associating specific data classification policies with each data set. This ensures that during the data transformation process, the policies governing the handling, protection, and access control of the data are maintained and enforced. By mapping classification controls to data sets, the organization can ensure that the integrity of data classification policies is preserved as the data undergoes transformation.
Map data involves associating specific data classification labels or controls with the corresponding data sets, ensuring that the classification is maintained throughout the data transformation process.
Implementing classification labels in metadata during data creation (option C) is a proactive measure that embeds data classification directly into the data. This approach helps ensure that data is appropriately classified throughout its lifecycle, including during the data transformation process. This method promotes consistency and adherence to data classification policies.
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