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OALib Journal期刊
ISSN: 2333-9721
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Survey of privacy preserving data mining methods based on homomorphic encryption
同态加密隐私保护数据挖掘方法综述

Keywords: privacy preservation,data mining,homomorphic encryption,secure multi-party computation
隐私保护
,数据挖掘,同态加密,安全多方计算

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Abstract:

In recent years,researchers at home and abroad have done much work on privacy-preserving data mining(PPDM),so summarizing the research results timely can make research directions clear.This paper surveyed the general PPDM methods based on homomorphic encryption and analyzed their theories and characteristics.Finally,discussed future research directions on PPDM.

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