Azure Data Factory is now integrated with Azure Key Vault.
You can store credentials for your data stores and computes referred in Azure Data Factory ETL (extract, transform, load) workloads in a key vault. Simply create an Azure Key Vault linked service and refer to the secret stored in the key vault in your Data Factory pipelines.
For more information, see the blog announcement and the documentation.