# Dataset access and versioning
<a name="raidp04"></a>


| RAIDP04: How will you manage dataset access and versioning?  | 
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 Reduce the risk of data manipulation by checking for data integrity and by providing the minimal access necessary. Implement a taxonomy (for example, classified, confidential, proprietary, and public) to classify data that interacts with your AI system. Align access rights to the classification of each data source. 

**Topics**
+ [RAIDP04-BP01 Create a dataset registry](raidp04-bp01.md)
+ [RAIDP04-BP02 Periodically evaluate and update datasets in the registry](raidp04-bp02.md)
+ [RAIDP04-BP03 Protect data from being manipulated or accessed for unintended purposes](raidp04-bp03.md)
+ [RAIDP04-BP04 Establish governance procedures for managing your datasets](raidp04-bp04.md)
+ [RAIDP04-BP05 Document the characteristics of each dataset using a datasheet](raidp04-bp05.md)