A Privacy-Preserving Internet of Things Smart Healthcare Financial System

被引:21
|
作者
Singh, Rajani [1 ]
Dwivedi, Ashutosh Dhar [2 ]
Srivastava, Gautam [3 ,4 ,5 ]
Chatterjee, Pushpita [6 ]
Lin, Jerry Chun-Wei [7 ]
机构
[1] Copenhagen Business Sch, Ctr Business Data Analyt, Dept Digitizat, DK-2000 Frederiksberg, Denmark
[2] Aalborg Univ, Cyber Secur Grp, Copenhagen, Denmark
[3] Brandon Univ, Dept Math & Comp Sci, Brandon, MB R7A 6A9, Canada
[4] China Med Univ, Res Ctr Interneural Comp, Taichung 404, Taiwan
[5] Lebanese Amer Univ, Dept Comp Sci & Math, Beirut 1102, Lebanon
[6] Howard Univ, Dept Elect Engn & Comp Sci, Washington, DC 20059 USA
[7] Western Norway Univ Appl Sci, Dept Comp Sci Elect Engn & Math Sci, N-5063 Bergen, Norway
关键词
leaking any required. Index Terms-Blockchain; distributed ledger; healthcare; privacy; zero knowledge; NONINTERACTIVE ZERO-KNOWLEDGE;
D O I
10.1109/JIOT.2022.3233783
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Several emerging areas, such as sensor networks, the Internet of Things (IoT), and distributed networks are gaining traction where resource-constrained devices communicate by sharing privacy-preserving information. Due to heavy cryptographic components, standard cryptographic algorithms do not fit these IoT devices. In this article, we propose an efficient zero-knowledge blockchain-based privacy-preserving decentralized healthcare finance system that is suitable for lightweight computer devices. The proposed design mainly focuses on noninteractive zero-knowledge proof, which substantially reduces the cost of communication between two devices. We explain the system framework and its use case for a healthcare financial system at a micro-level. However, it can also be extended easily to more general financial systems. Our system framework is efficient and lightweight, using more efficient zero-knowledge-based proofs; validation of the transactions is done in milliseconds. As an advancement to our work, the proposed healthcare financial system for lightweight computer devices is also auditable without leaking any extra information than required.
引用
收藏
页码:18452 / 18460
页数:9
相关论文
共 50 条
  • [21] Designing Customizable Privacy-Preserving Localization in Internet of Things
    Zhang, Yuhong
    Zhang, Xueyuan
    Shen, Lingfeng
    Wang, Guanghui
    Zhang, Qiankun
    2024 4TH INTERNATIONAL CONFERENCE ON INTELLIGENT COMMUNICATIONS AND COMPUTING, ICICC 2024, 2024, : 195 - 198
  • [22] An Edge Computing-enhanced Internet of Things Framework for Privacy-preserving in Smart City
    Gheisari, Mehdi
    Wang, Guojun
    Chen, Shuhong
    COMPUTERS & ELECTRICAL ENGINEERING, 2020, 81 (81)
  • [23] On perspective of security and privacy-preserving solutions in the internet of things
    Malina, Lukas
    Hajny, Jan
    Fujdiak, Radek
    Hosek, Jiri
    COMPUTER NETWORKS, 2016, 102 : 83 - 95
  • [24] An Approach to Privacy-Preserving Distributed Intelligence for the Internet of Things
    Alsboui, Tariq
    Al-Aqrabi, Hussain
    Hill, Richard
    Iram, Shamaila
    PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON INTERNET OF THINGS, BIG DATA AND SECURITY (IOTBDS), 2022, : 174 - 182
  • [25] PAgIoT - Privacy-preserving Aggregation protocol for Internet of Things
    Gonzalez-Manzano, L.
    de Fuentes, Jose M.
    Pastrana, Sergio
    Peris-Lopez, Pedro
    Hernandez-Encinas, Luis
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2016, 71 : 59 - 71
  • [26] Authenticated and Privacy-Preserving Consent Management in the Internet of Things
    Laurent, Maryline
    Leneutre, Jean
    Chabridon, Sophie
    Laaouane, Imane
    10TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT 2019) / THE 2ND INTERNATIONAL CONFERENCE ON EMERGING DATA AND INDUSTRY 4.0 (EDI40 2019) / AFFILIATED WORKSHOPS, 2019, 151 : 256 - 263
  • [27] Privacy-Preserving Authenticated Federated Learning Scheme for Smart Healthcare System
    Tu, Jun
    Shen, Gang
    EMERGING INFORMATION SECURITY AND APPLICATIONS, EISA 2023, 2024, 2004 : 38 - 57
  • [28] Privacy-Preserving Federal Learning Chain for Internet of Things
    Xu, Yihang
    Mao, Yuxing
    Li, Simou
    Li, Jian
    Chen, Xueshuo
    IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (20) : 18364 - 18374
  • [29] A Privacy-Preserving Homomorphic Encryption Scheme for the Internet of Things
    Zouari, Jaweher
    Hamdi, Mohamed
    Kim, Tai-Hoon
    2017 13TH INTERNATIONAL WIRELESS COMMUNICATIONS AND MOBILE COMPUTING CONFERENCE (IWCMC), 2017, : 1939 - 1944
  • [30] Data privacy-preserving of consortium blockchain in the internet of things
    Beijing Key Laboratory of Communication and Systems, School of Electronic and Information Engineering, Beijing Jiaotong University, Haidian District, Beijing, China
    不详
    J. Comput., 2020, 3 (275-288): : 275 - 288