A Review of Secure and Privacy-Preserving Medical Data Sharing

被引:116
|
作者
Jin, Hao [1 ]
Luo, Yan [1 ]
Li, Peilong [2 ]
Mathew, Jomol [3 ]
机构
[1] Univ Massachusetts, Dept Elect & Comp Engn, Lowell, MA 01854 USA
[2] Elizabethtown Coll, Dept Comp Sci, Elizabethtown, PA 17022 USA
[3] Univ Massachusetts, Med Sch, Dept Quantitat Hlth Sci & Informat Technol, Worcester, MA 01655 USA
来源
IEEE ACCESS | 2019年 / 7卷
基金
美国国家科学基金会;
关键词
Access control; blockchain; encryption; medical data; privacy; security; HEALTH; ENCRYPTION; BLOCKCHAIN; ANONYMITY;
D O I
10.1109/ACCESS.2019.2916503
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 the digital healthcare era, it is of the utmost importance to harness medical information scattered across healthcare institutions to support in-depth data analysis and achieve personalized healthcare. However, the cyberinfrastructure boundaries of healthcare organizations and privacy leakage threats place obstacles on the sharing of medical records. Blockchain, as a public ledger characterized by its transparency, tamper-evidence, trustlessness, and decentralization, can help build a secure medical data exchange network. This paper surveys the state-of-the-art schemes on secure and privacy-preserving medical data sharing of the past decade with a focus on blockchain-based approaches. We classify them into permissionless blockchain-based approaches and permissioned blockchain-based approaches and analyze their advantages and disadvantages. We also discuss potential research topics on blockchain-based medical data sharing.
引用
收藏
页码:61656 / 61669
页数:14
相关论文
共 50 条
  • [31] Towards differential access control and privacy-preserving for secure media data sharing in the cloud
    Zheng, Tengfei
    Luo, Yuchuan
    Zhou, Tongqing
    Cai, Zhiping
    [J]. COMPUTERS & SECURITY, 2022, 113
  • [32] Secure and Efficient Multi-Party Directory Publication for Privacy-Preserving Data Sharing
    Areekijseree, Katchaguy
    Tang, Yuzhe
    Chen, Ju
    Wang, Shuang
    Iyengar, Arun
    Palanisamy, Balaji
    [J]. SECURITY AND PRIVACY IN COMMUNICATION NETWORKS, SECURECOMM 2018, PT I, 2018, 254 : 71 - 94
  • [33] Secure data sharing scheme with privacy-preserving and certificateless integrity auditing in cloud storage
    Guan, Xuening
    Chang, Jinyong
    Zhang, Wei
    [J]. COMPUTER COMMUNICATIONS, 2024, 224 : 285 - 301
  • [34] BPDS: A Blockchain based Privacy-Preserving Data Sharing for Electronic Medical Records
    Liu, Jingwei
    Li, Xiaolu
    Ye, Lin
    Zhang, Hongli
    Du, Xiaojiang
    Guizani, Mohsen
    [J]. 2018 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2018,
  • [35] Similarity Test for Privacy-Preserving Medical Data Sharing Based on NTRU Encryption
    Xie, Shaofen
    Wu, Faguo
    Zhang, Xiao
    Yao, Wang
    Zheng, Zhiming
    [J]. PROCEEDINGS OF 2019 IEEE 9TH INTERNATIONAL CONFERENCE ON ELECTRONICS INFORMATION AND EMERGENCY COMMUNICATION (ICEIEC 2019), 2019, : 20 - 23
  • [36] Towards Secure and Privacy-Preserving Data Sharing for COVID-19 Medical Records: A Blockchain-Empowered Approach
    Tan, Liang
    Yu, Keping
    Shi, Na
    Yang, Caixia
    Wei, Wei
    Lu, Huimin
    [J]. IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2022, 9 (01): : 271 - 281
  • [37] A Review on Privacy-Preserving Data Mining
    Li, Xueyun
    Yan, Zheng
    Zhang, Peng
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY (CIT), 2014, : 769 - 774
  • [38] STDP: Secure Privacy-Preserving Trajectory Data Publishing
    Eom, Chris Soo-Hyun
    Lee, Wookey
    Leung, Carson Kai-Sang
    [J]. IEEE 2018 INTERNATIONAL CONGRESS ON CYBERMATICS / 2018 IEEE CONFERENCES ON INTERNET OF THINGS, GREEN COMPUTING AND COMMUNICATIONS, CYBER, PHYSICAL AND SOCIAL COMPUTING, SMART DATA, BLOCKCHAIN, COMPUTER AND INFORMATION TECHNOLOGY, 2018, : 892 - 899
  • [39] A new secure arrangement for privacy-preserving data collection
    Song, Jingcheng
    Han, Zhaoyang
    Wang, Weizheng
    Chen, Jingxue
    Liu, Yining
    [J]. COMPUTER STANDARDS & INTERFACES, 2022, 80
  • [40] A secure and efficient privacy-preserving data aggregation algorithm
    Dou, Hui
    Chen, Yuling
    Yang, Yixian
    Long, Yangyang
    [J]. JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2022, 13 (03) : 1495 - 1503