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] Secure and Privacy-Preserving RFID Authentication Scheme for Internet of Things Applications
    Manik Lal Das
    Pardeep Kumar
    Andrew Martin
    Wireless Personal Communications, 2020, 110 : 339 - 353
  • [22] A privacy-preserving code-based authentication protocol for Internet of Things
    Noureddine Chikouche
    Pierre-Louis Cayrel
    El Hadji Modou Mboup
    Brice Odilon Boidje
    The Journal of Supercomputing, 2019, 75 : 8231 - 8261
  • [23] Privacy-preserving Decentralized Learning Framework for Healthcare System
    Kasyap, Harsh
    Tripathy, Somanath
    ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021, 17 (02)
  • [24] Privacy-preserving smart data storage for financial industry in cloud computing
    Qiu, Meikang
    Gai, Keke
    Zhao, Hui
    Liu, Meiqin
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2018, 30 (05)
  • [25] Human-in-the-Loop-Aided Privacy-Preserving Scheme for Smart Healthcare
    Zhou, Tianqi
    Shen, Jian
    He, Debiao
    Vijayakumar, Pandi
    Kumar, Neeraj
    IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2022, 6 (01): : 6 - 15
  • [26] Towards A Transparent and Privacy-preserving Healthcare Platform with Blockchain for Smart Cities
    Al Omar, Abdullah
    Jamil, Abu Kaisar
    Nur, Md Shakhawath Hossain
    Hasan, Md Mahamudul
    Bosri, Rabeya
    Bhuiyan, Md Zakirul Alam
    Rahman, Mohammad Shahriar
    2020 IEEE 19TH INTERNATIONAL CONFERENCE ON TRUST, SECURITY AND PRIVACY IN COMPUTING AND COMMUNICATIONS (TRUSTCOM 2020), 2020, : 1292 - 1297
  • [27] EPDB: An Efficient and Privacy-Preserving Electric Charging Scheme in Internet of Robotic Things
    Zhai, Di
    Liu, Jiqiang
    Zhang, Tao
    Wang, Jian
    Du, Hongyang
    Liu, Tianhao
    Wang, Tianxi
    Zhang, Chuan
    Kang, Jiawen
    Niyato, Dusit
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (20): : 32464 - 32477
  • [28] On Lightweight Privacy-preserving Collaborative Learning for Internet of Things by Independent Random Projections
    Jiang, Linshan
    Tan, Rui
    Lou, Xin
    Lin, Guosheng
    ACM TRANSACTIONS ON INTERNET OF THINGS, 2021, 2 (02):
  • [29] Privacy-Preserving Implicit Authentication Protocol Using Cosine Similarity for Internet of Things
    Wei, Fushan
    Vijayakumar, Pandi
    Kumar, Neeraj
    Zhang, Ruijie
    Cheng, Qingfeng
    IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (07) : 5599 - 5606
  • [30] Lightweight Privacy-Preserving Scheme Using Homomorphic Encryption in Industrial Internet of Things
    Li, Shancang
    Zhao, Shanshan
    Min, Geyong
    Qi, Lianyong
    Liu, Gang
    IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (16) : 14542 - 14550