Privacy-enhancing distributed protocol for data aggregation based on blockchain and homomorphic encryption

被引:26
|
作者
Regueiro, Cristina [1 ]
Seco, Inaki [1 ]
de Diego, Santiago [1 ]
Lage, Oscar [1 ]
Etxebarria, Leire [1 ]
机构
[1] Basque Res & Technol Alliance BRTA, TECNALIA, Bizkaia Sci & Technol Pk,Bldg 700, E-48160 Derio, Bizkaia, Spain
基金
欧盟地平线“2020”;
关键词
Homomorphic encryption; Blockchain; Privacy; Confidentiality; Security; Data aggregation; SECURE;
D O I
10.1016/j.ipm.2021.102745
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The recent increase in reported incidents of security breaches compromising users' privacy call into question the current centralized model in which third-parties collect and control massive amounts of personal data. Blockchain has demonstrated that trusted and auditable computing is possible using a decentralized network of peers accompanied by a public ledger. Furthermore, Homomorphic Encryption (HE) guarantees confidentiality not only on the computation but also on the transmission, and storage processes. The synergy between Blockchain and HE is rapidly increasing in the computing environment. This research proposes a privacy-enhancing distributed and secure protocol for data aggregation backboned by Blockchain and HE technologies. Blockchain acts as a distributed ledger which facilitates efficient data aggregation through a Smart Contract. On the top, HE will be used for data encryption allowing private aggregation operations. The theoretical description, potential applications, a suggested implementation and a performance analysis are presented to validate the proposed solution.
引用
收藏
页数:17
相关论文
共 50 条
  • [11] PRIVACY PRESERVING DISTRIBUTED BEAMFORMING BASED ON HOMOMORPHIC ENCRYPTION
    Hendriks, Richard C.
    Erkin, Zekeriya
    Gerkmann, Timo
    2013 PROCEEDINGS OF THE 21ST EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2013,
  • [12] Blockchain-Enabled Federated Learning Data Protection Aggregation Scheme With Differential Privacy and Homomorphic Encryption in IIoT
    Jia, Bin
    Zhang, Xiaosong
    Liu, Jiewen
    Zhang, Yang
    Huang, Ke
    Liang, Yongquan
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 18 (06) : 4049 - 4058
  • [13] A homomorphic encryption-based privacy preserving data aggregation scheme for smart grid
    Zhou Wei-jing
    Zhu He-chun
    Yao Shi-ying
    Li Tong
    2019 15TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS 2019), 2019, : 315 - 319
  • [14] Privacy-enhancing aggregation of Internet of Things data via sensors grouping
    Bennati, Stefano
    Pournaras, Evangelos
    SUSTAINABLE CITIES AND SOCIETY, 2018, 39 : 387 - 400
  • [15] A Distributed Biometric Authentication Protocol Based on Homomorphic Encryption
    Yao H.
    Wang C.
    Xu Q.
    Li W.
    Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2019, 56 (11): : 2375 - 2383
  • [16] Image Traceable Privacy Protection Scheme Based on Blockchain and Homomorphic Encryption
    Li, Tian
    Zhang, Qiu-Yu
    Wu, Guo-Rui
    SECURITY AND PRIVACY, 2025, 8 (02):
  • [17] A Homomorphic Encryption and Privacy Protection Method Based on Blockchain and Edge Computing
    Yan, Xiaoyan
    Wu, Qilin
    Sun, Youming
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2020, 2020
  • [18] Enhancing data privacy in wireless sensor network using homomorphic encryption
    Mante-Khurpade, Jyoti
    Dhotay, Megha
    Patil, Prerna
    Kulkarni, Sanjivani
    Budhavale, Shilpa
    Ikhar, Sharayu
    JOURNAL OF DISCRETE MATHEMATICAL SCIENCES & CRYPTOGRAPHY, 2024, 27 (2B): : 833 - 842
  • [19] A Data Aggregation Security Enhancing Scheme in WSNs Using Homomorphic Encryption
    Hayouni, Haythem
    Hamdi, Mohamed
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2018, 24 (04): : 729 - 737
  • [20] A Programmable SoC-Based Accelerator for Privacy-Enhancing Technologies and Functional Encryption
    Bahadori, Milad
    Jarvinen, Kimmo
    IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2020, 28 (10) : 2182 - 2195