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PRIVACY-PRESERVING SCALAR PRODUCT CALCULATION SYSTEM, PRIVACY-PRESERVING SCALAR PRODUCT CALCULATION METHOD AND CRYPTOGRAPHIC KEY SHARING SYSTEM
PRIVACY-PRESERVING SCALAR PRODUCT CALCULATION SYSTEM, PRIVACY-PRESERVING SCALAR PRODUCT CALCULATION METHOD AND CRYPTOGRAPHIC KEY SHARING SYSTEM
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机译:保留隐私的标量计算系统,保留隐私的标量计算方法和加密密钥共享系统
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摘要
A privacy-preserving scalar product calculation system is provided. A first unit linearly transforms an n-dimensional vector Va into an n-dimensional vector based on a scalar value based on a random number Wi and a random number Rj to calculate a remainder by dividing each element of the linearly transformed n-dimensional vector by a random number Mi, and transmits an n-dimensional converted vector X including each of the remainders as its element to the second unit, the second unit calculates an inner product value Z based on the received n-dimensional converted vector X and an n-dimensional vector Vb, and transmits the inner product value Z to the first unit, and the first unit further calculates, based on a reciprocal of the scalar value and the receive inner product value, a scalar value and which calculates a remainder by dividing the scalar value by the random number Mi.
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机译:提供了一种保护隐私的标量产品计算系统。第一单元基于基于随机数W i Sub>和随机数R j Sub>的标量值将n维向量Va线性变换为n维向量,从而通过将线性变换的n维向量的每个元素除以随机数M i Sub>来计算余数,并将包含余数作为元素的n维转换向量X发送给第二单元,第二单元基于接收到的n维转换向量X和n维向量Vb计算内积值Z,并将内积值Z发送给第一单元,并且第一单元进一步基于a标量值和接收的内积值(标量值)的倒数,并通过将标量值除以随机数M i Sub>来计算余数。
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