首页> 外国专利> HIDDEN SIGMOID FUNCTION CALCULATION SYSTEM, HIDDEN LOGISTIC REGRESSION CALCULATION SYSTEM, HIDDEN SIGMOID FUNCTION CALCULATION DEVICE, HIDDEN LOGISTIC REGRESSION CALCULATION DEVICE, HIDDEN SIGMOID FUNCTION CALCULATION METHOD, HIDDEN LOGISTIC REGRESSION CALCULATION METHOD, AND PROGRAM

HIDDEN SIGMOID FUNCTION CALCULATION SYSTEM, HIDDEN LOGISTIC REGRESSION CALCULATION SYSTEM, HIDDEN SIGMOID FUNCTION CALCULATION DEVICE, HIDDEN LOGISTIC REGRESSION CALCULATION DEVICE, HIDDEN SIGMOID FUNCTION CALCULATION METHOD, HIDDEN LOGISTIC REGRESSION CALCULATION METHOD, AND PROGRAM

机译:隐藏的SIGMOID函数计算系统,隐藏逻辑回归计算系统,隐藏的赛角函数计算装置,隐藏逻辑回归计算装置,隐藏赛角函数计算方法,隐藏物流回归计算方法和程序

摘要

A secure sigmoid function calculation system is a system in which mapσ is assumed to be secure batch mapping defined by parameters (a0, ..., ak-1) representing the domain of definition of a sigmoid function σ(x) and parameters (σ(a0), ..., σ(ak-1)) representing the range of the sigmoid function σ(x) (a0, ..., ak-1 are real numbers that satisfy a0 < ... < ak-1) and which is configured with three or more secure sigmoid function calculation apparatuses and calculates, from a share [[x]] of an input vector x, a share [[y]] of a value y of a sigmoid function for the input vector x, the system including a secure batch mapping calculating means that calculates the share [[y]] by [[y]] = mapσ([[x]]) = ([[σ(af(0))]], ..., [[σ(af(m-1))]]) (where f(i) (0 ≤ i ≤ m-1) is j that makes aj ≤ Xi < aj+i hold).
机译:安全的S形函数计算系统是一个系统,其中假设Map σ是由参数定义的安全批处理映射(a 0 ,...,a k -1 )表示SIGMOID函数σ(x)和参数的定义域(σ(a 0 ),...,σ(a k - 表示SIGMOID函数σ(x)范围(a 0 ,...,a k-1 )满足 0 ... sub> k-1 )的实数,并且配置有三个或更多个安全的sigmoid函数计算设备并从共享计算[ [x →]的输入向量x →,值y →<[y →]]] / sup>用于输入向量x →的sigmoid函数,包括安全批处理映射计算方法,用于计算共享[[y →]] [[ y →]] =mapσ([[x →])=([[σ(a f(0))]], ...,[[σ( f(m-1))]])(其中f(i)(0≤i≤m-1)是j th在使 j ≤x i j + i hold)

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