PPLBB: a novel privacy-preserving lattice-based blockchain platform in IoMT

被引:1
|
作者
Sezer, Bora Bugra [1 ,3 ]
Akleylek, Sedat [2 ,3 ]
机构
[1] Ege Univ, Grad Sch Nat & Appl Sci, Izmir, Turkiye
[2] Istinye Univ, Dept Comp Engn, Istanbul, Turkiye
[3] Univ Tartu, Inst Comp Sci, Tartu, Estonia
来源
JOURNAL OF SUPERCOMPUTING | 2025年 / 81卷 / 01期
关键词
Post-quantum cryptography; Lattice-based cryptography; Digital signature schemes; IoMT; Privacy-preserving; Blockchain; INDUSTRIAL INTERNET; BLIND SIGNATURE; SYSTEM; FRAMEWORK;
D O I
10.1007/s11227-024-06650-4
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a quantum-secure, privacy-preserving blockchain platform for the Internet of Medical Things (IoMT). It defines a solution to quantum attacks on blockchain by integrating the Dilithium lattice-based signature scheme to enhance security and privacy. A layer-based structure, combined with the Constrained Application Protocol (CoAP), is used to improve the efficiency of data sharing, optimize security, and manage authentication in resource-constrained IoMT environments. Zero-knowledge proofs (ZKP) and lattice-based signatures are used for lightweight authentication and data integrity. Real-time testing on electrochemical sensor data validates the system's efficiency in securely managing IoMT communications. Additionally, event-based smart contracts (EBSC) are implemented to reduce communication costs and minimize blockchain overhead. Experimental results show that Dilithium outperforms other schemes like Falcon and ECDSA, making it a superior solution for real-time IoMT security.
引用
收藏
页数:33
相关论文
共 50 条
  • [21] Lightweight Lattice-based Homomorphic Privacy-Preserving Aggregation Scheme for Home Area Networks
    Abdallah, Asmaa R.
    Shen, Xuemin
    2014 SIXTH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP), 2014,
  • [22] A Lightweight Lattice-Based Homomorphic Privacy-Preserving Data Aggregation Scheme for Smart Grid
    Abdallah, Asmaa
    Shen, Xuemin
    IEEE TRANSACTIONS ON SMART GRID, 2018, 9 (01) : 396 - 405
  • [23] Privacy-preserving photo sharing based on blockchain
    Pfister, Pablo
    Ebrahimi, Touradj
    APPLICATIONS OF DIGITAL IMAGE PROCESSING XLIII, 2020, 11510
  • [24] A Novel Secure and Privacy-Preserving Model for OpenID Connect Based on Blockchain
    Yousra, Belfaik
    Yassine, Sadqi
    Yassine, Maleh
    Said, Safi
    Lo'ai, Tawalbeh
    Salah, Khaled
    IEEE ACCESS, 2023, 11 : 67660 - 67678
  • [25] Privacy-Preserving Blockchain Technologies
    Valadares, Dalton Cezane Gomes
    Perkusich, Angelo
    Martins, Aldenor Falcao
    Alshawki, Mohammed B.
    Seline, Chris
    SENSORS, 2023, 23 (16)
  • [26] Privacy-preserving hierarchical deterministic key generation based on a lattice of rings in public blockchain
    S. Banupriya
    Kottilingam Kottursamy
    Ali Kashif Bashir
    Peer-to-Peer Networking and Applications, 2021, 14 : 2813 - 2825
  • [27] Privacy-preserving hierarchical deterministic key generation based on a lattice of rings in public blockchain
    Banupriya, S.
    Kottursamy, Kottilingam
    Bashir, Ali Kashif
    PEER-TO-PEER NETWORKING AND APPLICATIONS, 2021, 14 (05) : 2813 - 2825
  • [28] The blockchain-based privacy-preserving searchable attribute-based encryption scheme for federated learning model in IoMT
    Zhou, Ziyu
    Wang, Na
    Liu, Jianwei
    Fu, Junsong
    Deng, Lunzhi
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2024, 36 (24):
  • [29] PSFQ: A Blockchain-based Privacy-preserving and Verifiable Student Feedback Questionnaire Platform
    Ni, Wangze
    Chen, Pengze
    Chen, Lei
    PROCEEDINGS OF THE VLDB ENDOWMENT, 2023, 16 (12): : 3918 - 3921
  • [30] A Lattice-Based Approach to Privacy-Preserving Biometric Authentication Without Relying on Trusted Third Parties
    Dinh, Trung
    Steinfeld, Ron
    Bhattacharjee, Nandita
    INFORMATION SECURITY PRACTICE AND EXPERIENCE, ISPEC 2017, 2017, 10701 : 297 - 319