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On Differentially Private Frequent Itemset Mining()

We consider differentially private frequent itemset mining. We begin by exploring the theoretical difficulty of simultaneously providing good utility and good privacy in this task. While our analysis proves that in general this is very difficult, it leaves a glimmer of hope in that our proof of diff...

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Detalhes bibliográficos
Main Authors: Zeng, Chen, Naughton, Jeffrey F., Cai, Jin-Yi
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3771517/
https://ncbi.nlm.nih.gov/pubmed/24039383
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