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Privacy protection for medical data sharing in smart healthcare

Citation

Fang, L and Yin, C and Zhu, J and Ge, C and Tanveer, M and Jolfaei, A and Cao, Z, Privacy protection for medical data sharing in smart healthcare, ACM Transactions on Multimedia Computing Communications and Applications, 1, (1) pp. 1-18. ISSN 1551-6865 (In Press) [Refereed Article]

Copyright Statement

© 2020 Association for Computing Machinery.

Abstract

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, etc. The rapid development of watermarking provides opportunities for smart healthcare. In this paper, 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 (EMR) from different medical institutions between different doctors. Our approach ensures that privacy concerns are taken into account when processing requests for access to patientsí medical information. For accountability, after data is modified or leaked, both patients and doctors must add digital watermarks associated with their identifications (I.D.s) when uploading data. Extensive analytical and experimental results are presented which show the security and efficiency of our proposed scheme.

Item Details

Item Type:Refereed Article
Keywords:security and privacy, medical data privacy, attribute based encryption, access control, privacy protection for medical data sharing in smart healthcare
Research Division:Information and Computing Sciences
Research Group:Machine learning
Research Field:Neural networks
Objective Division:Defence
Objective Group:Defence
Objective Field:Intelligence, surveillance and space
UTAS Author:Cao, Z (Dr Zehong Cao)
ID Code:139945
Year Published:In Press
Deposited By:Information and Communication Technology
Deposited On:2020-07-17
Last Modified:2020-08-10
Downloads:0

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