Privacy Protection for Medical Data Sharing in Smart Healthcare

被引:33
|
作者
Fang, Liming [1 ,2 ]
Yin, Changchun [3 ]
Zhu, Juncen [3 ]
Ge, Chunpeng [3 ]
Tanveer, M. [4 ]
Jolfaei, Alireza [5 ]
Cao, Zehong [6 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut & Collaborat In, Coll Comp Sci & Technol, Nanjing 211106, Peoples R China
[2] Collaborat Innovat Ctr Novel Software Technol & I, Nanjing 210023, Peoples R China
[3] Nanjing Univ Aeronaut & Astronaut, Coll Comp Sci & Technol, Nanjing 211106, Peoples R China
[4] Indian Inst Technol Indore, Indore, Madhya Pradesh, India
[5] Macquarie Univ, Macquarie Pk, Sydney, NSW, Australia
[6] Univ Tasmania, Discipline ICT, Hobart, Tas 7001, Australia
基金
国家重点研发计划; 欧盟地平线“2020”; 美国国家科学基金会; 中国国家自然科学基金;
关键词
Medical data privacy; attribute-based encryption; smart healthcare; access control; ATTRIBUTE-BASED ENCRYPTION; RECORDS; INFORMATION; REVOCATION; FRAMEWORK;
D O I
10.1145/3408322
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In virtue of advances in smart networks and the cloud computing paradigm, smart healthcare is transforming. However, there are still challenges, such as storing sensitive data in untrusted and controlled infrastructure and ensuring the secure transmission of medical data, among others. The rapid development of watermarking provides opportunities for smart healthcare. In this article, we propose a new data-sharing framework and a data access control mechanism. The applications are submitted by the doctors. and the data is processed in the medical data center of the hospital, stored in semi-trusted servers to support the selective sharing of electronic medical records from different medical institutions between different doctors. Our approach ensures that privacy concerns are taken into account when processing requests for access to patients' medical information. For accountability, after data is modified or leaked, both patients and doctors must add digital watermarks associated with their identification when uploading data. Extensive analytical and experimental results are presented that show the security and efficiency of our proposed scheme.
引用
收藏
页数:18
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