Distributed Medical Data Storage Mechanism Based on Proof of Retrievability and Vector Commitment for Metaverse Services

被引:16
作者
Fang, Guowei [1 ]
Sun, Yi [2 ]
Almutiq, Mutiq [3 ]
Zhou, Wei [1 ]
Zhao, Yekang [1 ]
Ren, Yongjun [1 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Engn Res Ctr Digital Forens, Sch Comp Sci, Minist Educ, Nanjing 210044, Peoples R China
[2] Zhejiang Lab, Hangzhou 310000, Peoples R China
[3] Qassim Univ, Coll Business & Econ, Dept Management Informat Syst & Prod Management, Buraydah 51452, Saudi Arabia
基金
中国国家自然科学基金;
关键词
Metaverse; Peer-to-peer computing; Medical services; Medical diagnostic imaging; Bitcoin; Scalability; Consensus protocol; Blockchain; distributed storage; metaverse; proof of retrievability; vector commitment; BLOCKCHAIN; FUNDAMENTALS;
D O I
10.1109/JBHI.2023.3272021
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 metaverse is a unified, persistent, and shared multi-user virtual environment with a fully immersive, hyper-temporal, and diverse interconnected network. When combined with healthcare, it can effectively improve medical services and has great potential for development in realizing medical training, enhanced teaching, and remote surgical treatment. The metaverse provides immersive services for users through massive and multimodal data, and its data scale and data growth rate are bound to show exponential growth. Blockchain-based distributed storage is a fundamental way to keep the metaverse running continuously; however, many blockchains, such as Ethereum and Filecoin, suffer from low transaction throughput and high latency, which seriously affect the efficiency of distributed storage services and make it difficult to apply them to the metaverse environment. To this end, this paper first proposes a network architecture for distributed storage systems based on proof of retrievability to address the problem of centralized decision making and single point of access in centralized storage. The secure data storage of the metaverse health system is ensured. Secondly, we designed two data transmission protocols through vector commitment and encoding functions to achieve the transfer of time cost from the critical path to storage nodes and improve the efficiency of data verification between nodes as well as the scalability of the metaverse health system. Finally, this paper also conducts security analysis and performance analysis of the proposed scheme, and the results show that our scheme is secure and efficient.
引用
收藏
页码:6298 / 6307
页数:10
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