Azure Data Factory supports Azure AD authentication

Azure service updates > Azure Data Factory supports Azure AD authentication
https://azure.microsoft.com/en-us/updates/azure-data-factory-supports-aad-authentication-for-azure-sql-database-and-sql-data-warehouse/