A Privacy-Preserving Intelligent Medical Diagnosis System Based on Oblivious Keyword Search

被引:4
|
作者
Lin, Zhaowen [1 ,2 ,3 ]
Xiao, Xinglin [1 ,2 ,3 ]
Sun, Yi [1 ,2 ,3 ,4 ]
Zhang, Yudong [5 ,6 ]
Ma, Yan [1 ]
机构
[1] Beijing Univ Posts & Commun, Inst Network Technol, Network & Informat Ctr, Beijing 100876, Peoples R China
[2] Sci & Technol Informat Transmiss & Disseminat Com, Beijing 100876, Peoples R China
[3] Natl Engn Lab Mobile Network Secur 2013 2685, Beijing 100876, Peoples R China
[4] Beijing Univ Posts & Commun, Inst Sensing Technol & Business, Network & Informat Ctr, Beijing 100876, Peoples R China
[5] Nanjing Normal Univ, Sch Comp Sci & Technol, Nanjing 210023, Jiangsu, Peoples R China
[6] Univ Leicester, Dept Informat, Leicester LE1 7RH, Leics, England
基金
中国国家自然科学基金; 国家高技术研究发展计划(863计划);
关键词
D O I
10.1155/2017/8632183
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
One of the concerns people have is how to get the diagnosis online without privacy being jeopardized. In this paper, we propose a privacy-preserving intelligent medical diagnosis system (IMDS), which can efficiently solve the problem. In IMDS, users submit their health examination parameters to the server in a protected form; this submitting process is based on Paillier cryptosystem and will not reveal any information about their data. And then the server retrieves the most likely disease (or multiple diseases) from the database and returns it to the users. In the above search process, we use the oblivious keyword search (OKS) as a basic framework, which makes the server maintain the computational ability but cannot learn any personal information over the data of users. Besides, this paper also provides a preprocessing method for data stored in the server, to make our protocol more efficient.
引用
收藏
页数:7
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