Abstract: A system for analytics security includes processor(s) and a readable medium. The readable medium causes the system to perform operations comprising receiving a request for analytics data; determining the analytics data based on the request (the analytics data comprises result(s) of an analytic calculation performed on commingled data and the commingled data comprises tenant data shared by a tenant and other tenant data shared by other tenant(s)); determining security information associated with the analytics data (the security information associated with the analytics data is based on the commingled data used for determining the analytics data); determining permissions associated with the requestor based on the tenant; determining whether the requestor is credentialed based on the security information associated with the analytics data and the permissions associated with the requestor; and providing the analytics data to the requestor based on a determination that the requestor is credentialed.

Abstract: A system for analytics security includes processor(s) and a readable medium. The readable medium causes the system to perform operations comprising receiving a request for analytics data; determining the analytics data based on the request (the analytics data comprises result(s) of an analytic calculation performed on commingled data and the commingled data comprises tenant data shared by a tenant and other tenant data shared by other tenant(s)); determining security information associated with the analytics data (the security information associated with the analytics data is based on the commingled data used for determining the analytics data); determining permissions associated with the requestor based on the tenant; determining whether the requestor is credentialed based on the security information associated with the analytics data and the permissions associated with the requestor; and providing the analytics data to the requestor based on a determination that the requestor is credentialed.

Abstract: A system for analytics security includes an interface and a processor. The input interface is configured to receive a request for analytics data, where the request is associated with a requestor. The processor is configured to determine security associated with the analytics data, where security associated with the analytics data is based at least in part on commingled data used for determining the analytics data. The processor is also configured to determine permissions associated with the requestor, determine whether the requestor is credentialed based at least in part on the security associated with the analytics data and the permissions associated with the requestor, and in the event it is determined that the requestor is credentialed, provide the analytics data to the requestor.

Abstract: A system for performing a computation includes a tenant associated processor; a commingling associated processor; an interface; and a processor. The interface is configured to receive an indication of a computation. The processor is configured to determine a set of computational steps for performing the computation; determine a preprocessing subset, wherein the preprocessing subset comprises a subset of the set of computational steps for execution by the tenant associated processor; and determine a main processing subset, wherein the main processing subset comprises the set of computational steps for execution by the commingling associated processor.