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Differentially private distributed logistic regression using private and public data

BACKGROUND: Privacy protecting is an important issue in medical informatics and differential privacy is a state-of-the-art framework for data privacy research. Differential privacy offers provable privacy against attackers who have auxiliary information, and can be applied to data mining models (for...

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書誌詳細
主要な著者: Ji, Zhanglong, Jiang, Xiaoqian, Wang, Shuang, Xiong, Li, Ohno-Machado, Lucila
フォーマット: Artigo
言語:Inglês
出版事項: BioMed Central 2014
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC4101668/
https://ncbi.nlm.nih.gov/pubmed/25079786
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1755-8794-7-S1-S14
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