A Framework for Privacy-aware and Secure Decentralized Data Storage

被引:1
作者
Aslam, Sidra [1 ,2 ]
Mrissa, Michael [1 ,2 ]
机构
[1] InnoRenew CoE, Livade 6, Izola 6310, Slovenia
[2] Univ Primorska, Fac Math Nat Sci & Informat Technol, Glagoljaska Ulica 8, Koper 6000, Slovenia
关键词
Blockchain; Distributed Hash Table; Security; Privacy; Decentralized framework; SUPPLY CHAIN; TRACEABILITY; CHALLENGES;
D O I
10.2298/CSIS220110007A
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Blockchain technology gained popularity thanks to its decentralized and transparent features. However, it suffers from a lack of privacy as it stores data publicly and has difficulty to handle data updates due to its main feature known as immutability. In this paper, we propose a decentralized data storage and access framework that combines blockchain technology with Distributed Hash Table (DHT), a role-based access control model, and multiple encryption mechanisms. Our framework stores metadata and DHT keys on the blockchain, while encrypted data is managed on the DHT, which enables data owners to control their data. It allows authorized actors to store and read their data in a decentralized storage system. We design REST APIs to ensure interoperability over the Web. Concerning data updates, we propose a pointer system that allows data owners to access their update history, which solves the issue of data updates while preserving the benefits of using the blockchain. We illustrate our solution with a wood supply chain use case and propose a traceability algorithm that allows the actors of the wood supply chain to trace the data and verify product origin. Our framework design allows authorized users to access the data and protects data against linking, eavesdropping, spoofing, and modification attacks. Moreover, we provide a proof-of-concept implementation, security and privacy analysis, and evaluation for time consumption and scalability. The experimental results demonstrate the feasibility, security, privacy, and scalability of the proposed solution.
引用
收藏
页码:1235 / 1261
页数:27
相关论文
共 42 条
  • [1] A Blockchain-based Decentralized Data Storage and Access Framework for PingER
    Ali, Saqib
    Wang, Guojun
    White, Bebo
    Cottrell, Roger Leslie
    [J]. 2018 17TH IEEE INTERNATIONAL CONFERENCE ON TRUST, SECURITY AND PRIVACY IN COMPUTING AND COMMUNICATIONS (IEEE TRUSTCOM) / 12TH IEEE INTERNATIONAL CONFERENCE ON BIG DATA SCIENCE AND ENGINEERING (IEEE BIGDATASE), 2018, : 1303 - 1308
  • [2] Aslam S., 2021, J CYBERSECUR 1, V1, P164, DOI [10.3390/jcp1010009, DOI 10.3390/JCP1010009]
  • [3] A RESTful Privacy-Aware and Mutable Decentralized Ledger
    Aslam, Sidra
    Mrissa, Michael
    [J]. NEW TRENDS IN DATABASE AND INFORMATION SYSTEMS, ADBIS 2021, 2021, 1450 : 193 - 204
  • [4] Blockchain-based decentralized storage networks: A survey
    Benisi, Nazanin Zahed
    Aminian, Mehdi
    Javadi, Bahman
    [J]. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2020, 162
  • [5] Chakraborty Ayon., IEEE INFOCOM 2017IEE, DOI [10.1145/3022227.3022325, DOI 10.1109/INFOCOM.2017.8057113]
  • [6] Exploring the Storj Network: a Security Analysis
    de Figueiredo, Sammy
    Madhusudan, Akash
    Reniers, Vincent
    Nikova, Svetla
    Preneel, Bart
    [J]. 36TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, SAC 2021, 2021, : 257 - 264
  • [7] Domingue J, 2019, COMPANION OF THE WORLD WIDE WEB CONFERENCE (WWW 2019 ), P866
  • [8] Feng Tian, 2016, 2016 13th International Conference on Service Systems and Service Management (ICSSSM), P1, DOI 10.1109/ICSSSM.2016.7538424
  • [9] Hassanzadeh-Nazarabadi Y, 2020, Arxiv, DOI arXiv:1904.00375
  • [10] A Decentralized Service Discovery Approach on Peer-to-Peer Networks
    He, Qiang
    Yan, Jun
    Yang, Yun
    Kowalczyk, Ryszard
    Jin, Hai
    [J]. IEEE TRANSACTIONS ON SERVICES COMPUTING, 2013, 6 (01) : 64 - 75