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Secure Analytics Using Homomorphic and Injective Format-Preserving Encryption and an Encrypted Analytics Matrix
Secure Analytics Using Homomorphic and Injective Format-Preserving Encryption and an Encrypted Analytics Matrix
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机译:使用同态和内射格式保留加密和加密分析矩阵进行安全分析
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摘要
Systems and methods that provide secure analytics using homomorphic and injective format-preserving encryption and 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, the keyed hashing function, and a format preserving encryption scheme to evaluate the homomorphic analytic matrix over a datasource.
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