Abstract: A method includes a data processing system creating a proxy for a virtual vault to access a data owner system in accordance with a temporary credential protocol, where the proxy is the only conduit between the virtual vault and the data owner system. The method continues by the proxy receiving a request from a virtual machine within the virtual vault, requesting data from the data owner system. When the request is valid, the method continues by the proxy creating a data retrieval request based on the request and data access credentials associated with the data owner system. The method continues by the proxy forwarding a data response from the data owner system to the virtual machine. The method continues by the data processing system deleting the proxy and the virtual vault when a data query has been completed, where the request is in accordance with the data query.

Abstract: A method includes a data processing system creating a proxy for a virtual vault to access a data owner system in accordance with a temporary credential protocol between the data processing system and the data owner system, where the proxy is an only path for transmitting data between the virtual vault and the data owner system. The method further includes the proxy facilitating processing, in accordance with data access credentials of the data owner system, of a data query from the virtual vault, where the data query is regarding shareable data of the data owner system. The method further includes the data processing system deleting the proxy when the data query has been completed.

Abstract: A method for execution by a shareable data module includes accessing a plurality of data records of a database of data owner system and obtaining a plurality of sharable data sharing parameters regarding the plurality of data records. The method further includes modifying a first set of data records of the plurality of data records in accordance with first shareable data sharing parameters of the plurality of sharable data sharing parameters to produce a first set of shareable data records and modifying a second set of data records of the plurality of data records in accordance with second shareable data sharing parameters of the plurality of sharable data sharing parameters to produce a second set of shareable data records. The method further includes storing the first set of shareable data records in a first shareable database and storing the second set of shareable data records in a second shareable database.

Abstract: A method includes a data processing system receiving, via an interface from a data consumer computing entity, a request for data processing in accordance with specific data criteria. The method further includes determining, based on the specific data criteria, a data owner system to utilize in processing the request. The method further includes securely accessing, in accordance with a temporary credential protocol between the data processing system and the data owner system, a database of the data owner system regarding a set of data records having the specific data criteria. The method further includes securely modifying the set of data records to produce a set of shareable data records. The method further includes executing a data analysis function on the set of shareable data records to produce an analytical result. The method further includes sending, via an interface, the analytical result to the data consumer computing entity.

Abstract: A method includes obtaining, by a consumer computing device of a data communication network, a temporary credential in accordance with a temporary credential protocol. The method continues with accessing, by the consumer computing device, a temporary vault in accordance with the temporary credential, where the temporary vault stores or is to store a set of shareable data records. The method continues with facilitating, by the consumer computing device, execution of a data analysis function on the set of shareable data records to produce an analytical result. The method continues with receiving, by the consumer computing device from the temporary vault, the analytical result. The method continues with storing, by the consumer computing device, the analytical result in memory associated with the user computing device.

Abstract: A method includes a data processing system creating a virtual machine for use with a data owner system in accordance with a temporary credential protocol between the data processing system and the data owner system. The method continues with by the virtual machine accessing memory of the data owner system regarding a set of data records having common data criteria. The method continues by the virtual machine modifying the set of data records to produce a set of shareable data records. The method continues with the data processing system executing a data analysis function on the set of shareable data records to produce an analytical result. The method continues with the data processing system sending the analytical result to a data consumer computing entity.

Abstract: A method includes a data processing system creating a proxy for a virtual vault to access a data owner system in accordance with a temporary credential protocol, where the proxy is the only conduit between the virtual vault and the data owner system. The method continues by the proxy receiving a request from a virtual machine within the virtual vault, requesting data from the data owner system. When the request is valid, the method continues by the proxy creating a data retrieval request based on the request and data access credentials associated with the data owner system. The method continues by the proxy forwarding a data response from the data owner system to the virtual machine. The method continues by the data processing system deleting the proxy and the virtual vault when a data query has been completed, where the request is in accordance with the data query.

Abstract: A method includes a data processing system creating a virtual machine for use with a data owner system in accordance with a temporary credential protocol between the data processing system and the data owner system. The method continues with by the virtual machine accessing memory of the data owner system regarding a set of data records having common data criteria. The method continues by the virtual machine modifying the set of data records to produce a set of shareable data records. The method continues with the data processing system executing a data analysis function on the set of shareable data records to produce an analytical result. The method continues with the data processing system sending the analytical result to a data consumer computing entity.

Abstract: A method includes obtaining, by a consumer computing device of a data communication network, a temporary credential in accordance with a temporary credential protocol. The method continues with accessing, by the consumer computing device, a temporary vault in accordance with the temporary credential, where the temporary vault stores or is to store a set of shareable data records. The method continues with facilitating, by the consumer computing device, execution of a data analysis function on the set of shareable data records to produce an analytical result. The method continues with receiving, by the consumer computing device from the temporary vault, the analytical result. The method continues with storing, by the consumer computing device, the analytical result in memory associated with the user computing device.