Rmind: A Tool for Cryptographically Secure Statistical Analysis - 2018


Secure multi-party computation is a practical cryptographic method for processing confidential information. Analysis progress has led to its use in privacy-preserving statistical analysis. Implementations of straightforward statistical analysis functions are printed, but no comprehensive tool has been designed. We have a tendency to describe and implement a collection of most used statistical analysis functions within the privacy-preserving setting together with simple statistics, t-test, chi-squared test, Wilcoxon tests and linear regression. We have a tendency to provide descriptions of the privacy-preserving algorithms and benchmark results that show an order of magnitude improvement over previous work.

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