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A Privacy-Preserving Intelligent Medical Diagnosis System Based on Oblivious Keyword Search
Joint Authors
Sun, Yi
Zhang, Yudong
Ma, Yan
Lin, Zhaowen
Xiao, Xinglin
Source
Mathematical Problems in Engineering
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-10-08
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
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.
American Psychological Association (APA)
Lin, Zhaowen& Xiao, Xinglin& Sun, Yi& Zhang, Yudong& Ma, Yan. 2017. A Privacy-Preserving Intelligent Medical Diagnosis System Based on Oblivious Keyword Search. Mathematical Problems in Engineering،Vol. 2017, no. 2017, pp.1-7.
https://search.emarefa.net/detail/BIM-1192449
Modern Language Association (MLA)
Lin, Zhaowen…[et al.]. A Privacy-Preserving Intelligent Medical Diagnosis System Based on Oblivious Keyword Search. Mathematical Problems in Engineering No. 2017 (2017), pp.1-7.
https://search.emarefa.net/detail/BIM-1192449
American Medical Association (AMA)
Lin, Zhaowen& Xiao, Xinglin& Sun, Yi& Zhang, Yudong& Ma, Yan. A Privacy-Preserving Intelligent Medical Diagnosis System Based on Oblivious Keyword Search. Mathematical Problems in Engineering. 2017. Vol. 2017, no. 2017, pp.1-7.
https://search.emarefa.net/detail/BIM-1192449
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1192449