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Numerical Methods for Comparison on Homomorphically Encrypted Numbers
Homomorphic Encryption Comparison Min/Max
2019/4/25
We propose a new method to compare numbers which are encrypted by Homomorphic Encryption (HE). Previously, comparison and min/max functions were evaluated using Boolean functions where input numbers a...
Model-counting Approaches For Nonlinear Numerical Constraints
Side-channel Attacks Modulo Exponentiation Quantitative Information Flow
2017/3/21
Model counting is of central importance in quantitative reasoning about systems. Examples include computing the probability that a system successfully accomplishes its task without errors, and measuri...
Using Fully Homomorphic Encryption for Statistical Analysis of Categorical, Ordinal and Numerical Data
secure outsourcing statistics fully homomorphic encryption
2016/12/29
In recent years, there has been a growing trend towards outsourcing of computational tasks with the development of cloud services. The Gentry’s pioneering work of fully homomorphic encryption (FHE) an...