K-Anonymous Privacy Preserving Scheme Based on Bilinear Pairings over Medical Data

被引:2
|
作者
Meng, Linghang [1 ]
Hong, Xueshu [1 ]
Chen, Yingwen [1 ]
Ding, Yuke [2 ]
Zhang, Chengzhuo [1 ]
机构
[1] Natl Univ Def Technol, Coll Comp, Changsha, Peoples R China
[2] North China Elect Power Univ, Sch Humanities & Social Sci, Baoding, Peoples R China
来源
WIRELESS ALGORITHMS, SYSTEMS, AND APPLICATIONS, PT I | 2020年 / 12384卷
关键词
Privacy preserving; K-anonymity; Bilinear pairings; Medical data; SEARCH;
D O I
10.1007/978-3-030-59016-1_32
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Recent years have witnessed the advent of technologies such as the Internet of Things, cloud computing, and big data. Also, the analysis and research of data have attracted more and more attention from researchers. For example, the analysis of medical data can help government agencies do right decisions in public health services, or assist medical research institutes in conducting medical research. But it is followed by the privacy preserving of patient medical data in a cloud environment. Our paper proposes a problem-solving scheme that is a k-anonymous privacy preserving scheme based on bilinear pairings (KPSBP) which combines k-anonymity and secure searchable encryption to ensure the patient data privacy is not compromised and the medical data is well shared.
引用
收藏
页码:381 / 393
页数:13
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