Secure analytics using an encrypted analytics matrix
AssigneeEnveil, Inc.
InventorsEllison Anne Williams, Ryan Carr
Life of this patent
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Abstract
Systems and methods of secure analytics using an encrypted analytics matrix are disclosed herein. An example method includes encoding an analytic parameter set using a homomorphic encryption scheme as a homomorphic analytic matrix; transmitting a processing set to a server system, the processing set including at least the homomorphic analytic matrix and a keyed hashing function; and receiving a homomorphic encrypted result from the server system, the server system having utilized the homomorphic encryption scheme and the keyed hashing function to evaluate the homomorphic analytic matrix over a datasource.
Claims19
A method, comprising:
- encoding an analytic parameter set using a homomorphic encryption scheme as a homomorphic analytic matrix;
- transmitting a processing set to a server system, the processing set comprising at least the homomorphic analytic matrix and a keyed hashing function;
- and
- receiving a homomorphic encrypted result from the server system, the server system having utilized the homomorphic encryption scheme and the keyed hashing function to evaluate the homomorphic analytic matrix over a datasource.
A method, comprising:
- receiving a homomorphic analytic matrix that comprises an analytic and analytic parameter set encoded by a client system using a homomorphic encryption scheme;
- utilizing at least the homomorphic encryption scheme and a keyed hashing function to evaluate the homomorphic analytic matrix over a datasource and generate an encrypted result;
- and
- transmitting the encrypted result to the client system.
A system comprising:
- a client system configured to:
- encode an analytic parameter set using a homomorphic encryption scheme as a homomorphic analytic matrix;
- transmit a processing set to a server system, the processing set comprising at least the homomorphic analytic matrix and a keyed hashing function;
- and
- receive a homomorphic encrypted result;
- and
- a server system that communicatively couples with the client system and a data repository, the server system being configured to:
- receive the processing set from the client system;
- utilize at least the homomorphic encryption scheme and a keyed hashing function to evaluate the homomorphic analytic matrix over a datasource and generate an encrypted result;
- and
- transmit the encrypted result to the client system.
Dependencies are inferred from the claim text.