Decentralized Data Integrity Verification Model in Untrusted Environment

被引:10
作者
Hao, Kun [1 ]
Xin, Junchang [1 ,2 ]
Wang, Zhiqiong [3 ]
Jiang, Zhuochen [4 ]
Wang, Guoren [5 ]
机构
[1] Northeastern Univ, Sch Comp Sci & Engn, Shenyang, Liaoning, Peoples R China
[2] Key Lab Big Data Management & Analyt, Shenyang, Liaoning, Peoples R China
[3] Northeastern Univ, Sch Sino Dutch Biomed & Informat Engn, Shenyang, Liaoning, Peoples R China
[4] Jilin Univ, Coll Comp Sci & Technol, Changchun, Jilin, Peoples R China
[5] Beijing Inst Technol, Sch Comp Sci & Technol, Beijing, Peoples R China
来源
WEB AND BIG DATA (APWEB-WAIM 2018), PT II | 2018年 / 10988卷
基金
中国国家自然科学基金;
关键词
Decentralized; Collaborative; Blockchain; Data integrity; Untrusted environment;
D O I
10.1007/978-3-319-96893-3_31
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Outsourced data, as an significant component of cloud service, has been widely used due to its convince, low overhead and high flexibility. To guarantee the integrity of outsourced data and reduce the computational overhead, data owner (DO) usually adopts a third party auditor (TPA) to execute verification scheme. However, handing over the verification of data to TPA may lead to security vulnerabilities since the TPA is not fully trusted. In this paper, we propose a novel solution for data integrity verification in untrusted outsourced environment. Firstly, we design a decentralized model based on blockchain, consisting by some collaborative verification peers (VPs). Based on our purposed model, we present an advanced data integrity verification algorithm, allowing DO stores and checks verification results by writing and retrieving the blockchain. Moreover, each VP maintains a replication of the entire blockchain to avoid maliciously tampering with. We evaluate our proposed approach on real outsourced data service scenario. Experimental results demonstrate that our proposed approach is efficient and effective.
引用
收藏
页码:410 / 424
页数:15
相关论文
共 50 条
[31]   Verifiable Credential Proof Generation and Verification Model for Decentralized SSI-Based Credit Scoring Data [J].
Cho, Kang Woo ;
Jeong, Byeong-Gyu ;
Shi, Sang Uk .
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2021, E104D (11) :1857-1868
[32]   Securing IoT Data: FDUP-RDICA Fully Decentralized Approach for Privacy-Preserving and Efficient Data Integrity [J].
Peng, Su ;
Kumar, Neeraj ;
Alsamhi, Saeed Hamood ;
He, Qiang ;
Zhao, Liang .
IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (20) :32824-32837
[33]   A Data Integrity Verification Scheme for Centralized Database Using Smart Contract and Game Theory [J].
He, Siqi ;
Xing, Xiaofei ;
Wang, Guojun ;
Sun, Zeyu .
IEEE ACCESS, 2023, 11 :59675-59687
[34]   A blockchain-based dynamic and traceable data integrity verification scheme for smart homes [J].
Chen, Chunliang ;
Wang, Liangliang ;
Long, Yu ;
Luo, Yiyuan ;
Chen, Kefei .
JOURNAL OF SYSTEMS ARCHITECTURE, 2022, 130
[35]   Decentralized PKI Framework for Data Integrity in Spatial Crowdsourcing Drone Services [J].
Akram, Junaid ;
Anaissi, Ali .
2024 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES, ICWS 2024, 2024, :654-664
[36]   JointCloud Cross-chain Verification Model of Decentralized Identifiers [J].
Zhong, Tao ;
Shi, Peichang ;
Chang, Junsheng .
2021 IEEE INTERNATIONAL PERFORMANCE, COMPUTING, AND COMMUNICATIONS CONFERENCE (IPCCC), 2021,
[37]   DECENTRALIZED DATA NETWORKS FOR LIFECYCLE MANAGEMENT IN THE BUILT ENVIRONMENT [J].
Bucher, David F. ;
Hunhevicz, Jens J. ;
Byers, Brandon S. ;
Honic, Meliha ;
De Wolf, Catherine ;
Hall, Daniel M. .
JOURNAL OF INFORMATION TECHNOLOGY IN CONSTRUCTION, 2025, 30 :826-851
[38]   From Data Integrity to Global ModeI Integrity for Decentralized Federated Learning: A Blockchain-based Approach [J].
Wang, Na ;
Zhao, Yao ;
Qu, Youyang ;
Cui, Lei ;
Li, Bai ;
Gao, Longxiang .
2024 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN 2024, 2024,
[39]   Мethod of Data Service Integrity Verification Based on Remote Attestation [J].
Zhang, Su ;
Zhang, Ying ;
Zhang, Wei ;
Huang, Gang .
Ruan Jian Xue Bao/Journal of Software, 2024, 35 (11) :4949-4972
[40]   Data Integrity Verification in Column-Oriented NoSQL Databases [J].
Weintraub, Grisha ;
Gudes, Ehud .
DATA AND APPLICATIONS SECURITY AND PRIVACY XXXII, DBSEC 2018, 2018, 10980 :165-181