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Dataset access and versioning - Responsible AI Lens

Dataset access and versioning

RAIDP04: How will you manage dataset access and versioning?

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.