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Enabling Distance-Based Operations on Data Encrypted Using a Homomorphic Encryption Scheme with Inefficient Decryption
Enabling Distance-Based Operations on Data Encrypted Using a Homomorphic Encryption Scheme with Inefficient Decryption
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机译:对使用低效解密的同态加密方案加密的数据启用基于距离的操作
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摘要
Methods, systems, and computer program products for enabling distance-based algorithms on data encrypted using a 2DNF homomorphic encryption scheme with inefficient decryption are provided herein. A computer-implemented method includes generating multiple versions of a data point, wherein each of the multiple versions of the data point comprises a distinct value corresponding to a distinct Euclidean space; encrypting each of the multiple versions of the data point; storing the multiple encrypted versions of the data point across multiple databases; and executing one or more distance-based algorithms on the multiple encrypted versions of the data point by using a finite decryption table across the multiple databases, wherein the finite decryption table stores a set of plaintext-ciphertext mappings between (i) multiple plaintext values and (ii) multiple encrypted ciphertext values corresponding to the multiple plaintext values.
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