software . 2015

EncryptedStats R Package

Esperança, PM; Aslett, LJM;
Open Access
  • Published: 01 Jan 2015
  • Country: United Kingdom
Abstract
This R package provides an implementation of statistical and machine learning methods for homomorphically encrypted data, including the tailored semiparametric naive Bayes (SNB) and completely random forest (CRF) classifiers described in: Aslett, Esperança, and Holmes (2015), "Encrypted statistical machine learning: new privacy preserving methods", arXiv:1508.06845. This R package provides an implementation of statistical and machine learning methods for homomorphically encrypted data, including the tailored semiparametric naive Bayes (SNB) and completely random forest (CRF) classifiers described in: Aslett, Esperança, and Holmes (2015), "Encrypted statistical m...
Subjects
free text keywords: software, R package, EncryptedStats
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