Privacy preserving linear regression modeling of distributed databases

Abstract

Statistical analysis is one of the important tools in data mining field. Little work has been conducted to investigate how statistical analysis could be performed when dataset are distributed among a number of data owners. Due to confidentiality or other proprietary reasons, data owners are reluctant to share data with others, while they wish to perform… (More)
DOI: 10.1007/s11590-012-0482-8

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