Homomorphic encryption in a healthcare network environment, system and methods
A system and method for homomorphic encryption in a healthcare network environment is provided and includes receiving digital data over the healthcare network at a data custodian server in a plurality of formats from various data sources, encrypting the data according to a homomorphic encryption scheme, receiving a query at the data custodian server from a data consumer device concerning a portion of the encrypted data, initiating a secure homomorphic work session between the data custodian server and the data consumer device, generating a homomorphic work space associated with the homomorphic work session, compiling, by the data custodian server, a results set satisfying the query, loading the results set into the homomorphic work space, and building an application programming interface (API) compatible with the results set, the API facilitating encrypted analysis on the results set in the homomorphic work space.
1. A system comprising one or more non-transitory computer readable storage media on which are stored instructions executable by one or more processors to perform operations for supporting intelligent data analysis of healthcare data, the operations comprising:
receiving healthcare data generated by one or more wearable medical sensors;
encrypting the healthcare data according to a homomorphic encryption scheme; and
providing an application programming interface (API) to a consumer device, the API enabling the consumer device to perform encrypted analysis on the encrypted healthcare data within a homomorphic work space (HWS), wherein the HWS comprises a virtual memory space distributed across one or more memory locations including the consumer device.
2. The system of claim 1 , wherein the one or more wearable medical sensors comprises an activity tracker.
3. The system of claim 1 , wherein the one or more wearable medical sensors comprises a pulse oximeter.
4. The system of claim 1 , wherein the one or more wearable medical sensors comprises a blood pressure sensor.
5. The system of claim 1 , wherein the encrypted analysis comprises determining a health score of a patient associated with the one or more wearable medical sensors.
6. The system of claim 5 , wherein the health score is determined at least in part based on genomic data of the patient.
7. The system of claim 1 , wherein the encrypted analysis comprises predictive analytics.
8. The system of claim 1 , wherein the encrypted analysis comprises predicting an epidemic.
9. The system of claim 1 , wherein the encrypted analysis comprises generating a recommendation.
10. The system of claim 1 , wherein the HWS is built on top of homomorphic encryption primitives from a homomorphic encryption library.
11. The system of claim 1 , further comprising inserting the encrypted healthcare data into the HWS.
12. The system of claim 1 , further comprising:
receiving a query from the consumer device; and
inserting the encrypted healthcare data into the HWS in response to the query.
13. The system of claim 12 , wherein the query comprises a request associated with a healthcare portfolio of a patient associated with the one or more wearable medical sensors.
14. A system for supporting intelligent data analysis of healthcare data, the system comprising:
one or more wearable medical sensors; and
a data custodian configured to receive healthcare data generated by one or more wearable medical sensors, encrypt the healthcare data according to a homomorphic encryption scheme, and provide an application programming interface (API) to a consumer device, the API enabling the consumer device to perform encrypted analysis on the encrypted healthcare data within a homomorphic work space (HWS), wherein the HWS comprises a virtual memory space distributed across one or more memory locations including the consumer device.
15. The system of claim 14 , wherein the one or more memory locations further include the data custodian.
16. The system of claim 14 , wherein the data custodian comprises one or more cloud-based servers.
17. A method of supporting intelligent data analysis of healthcare data, the method comprising:
receiving healthcare data generated by one or more wearable medical sensors;
encrypting the healthcare data according to a homomorphic encryption scheme; and
providing an application programming interface (API) to a consumer device, the API enabling the consumer device to perform encrypted analysis on the encrypted healthcare data within a homomorphic work space (HWS), wherein the HWS comprises a virtual memory space distributed across one or more memory locations including the consumer device.