Efficient Verifiable Unbounded-Size Database From Authenticated Matrix Commitment

IF 7 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Haining Yang, D. Feng, Jing Qin
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Abstract

Verifiable database with update (VDB) enables the client to store a large dataset in the outsourced database, and then efficiently query and update the data with a new value. It is attractive for the merits of checking the validity of the queried data and detecting the malicious actions of tampering with the outsourced database concurrently. However, the database in the context of VDB is merely suitable to store a fixed-size dataset. Hence, VDB is inapplicable to the unbounded-size database that provides the capability to store and manage the arbitrary-size datasets in the incremental manners. To circumvent the weaknesses, we research on the verifiable unbounded-size database with update (VUSDB). The VUSDB is sufficient for multiple clients to store their own arbitrary-size datasets in the database that has already contained some datasets. In order to design a VUSDB scheme, we first put forward a primitive called authenticated matrix commitment and give a scheme. This primitive is qualified to commit to a collection of ordered data represented in the form of matrix, and assure the ownership of the opened data. Then we utilize the authenticated matrix commitment scheme to construct a VUSDB scheme. The performance evaluation shows that the proposed schemes are efficient and practical.
基于认证矩阵承诺的高效可验证无界大小数据库
VDB (Verifiable database with update)使客户能够将大型数据集存储在外包数据库中,然后使用新值高效地查询和更新数据。它具有检查所查询数据的有效性和同时检测篡改外包数据库的恶意行为的优点。但是,VDB上下文中的数据库仅适合存储固定大小的数据集。因此,VDB不适用于无限制大小的数据库,这种数据库提供了以增量方式存储和管理任意大小数据集的能力。为了克服这些缺点,我们研究了可验证的无边界大小数据库(VUSDB)。VUSDB足以让多个客户机在已经包含一些数据集的数据库中存储自己的任意大小的数据集。为了设计一个VUSDB方案,我们首先提出了一个称为认证矩阵承诺的原语,并给出了一个方案。这个原语有资格提交以矩阵形式表示的有序数据集合,并确保开放数据的所有权。然后利用认证矩阵承诺方案构造了一个VUSDB方案。性能评价表明,所提出的方案是有效和实用的。
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来源期刊
IEEE Transactions on Dependable and Secure Computing
IEEE Transactions on Dependable and Secure Computing 工程技术-计算机:软件工程
CiteScore
11.20
自引率
5.50%
发文量
354
审稿时长
9 months
期刊介绍: The "IEEE Transactions on Dependable and Secure Computing (TDSC)" is a prestigious journal that publishes high-quality, peer-reviewed research in the field of computer science, specifically targeting the development of dependable and secure computing systems and networks. This journal is dedicated to exploring the fundamental principles, methodologies, and mechanisms that enable the design, modeling, and evaluation of systems that meet the required levels of reliability, security, and performance. The scope of TDSC includes research on measurement, modeling, and simulation techniques that contribute to the understanding and improvement of system performance under various constraints. It also covers the foundations necessary for the joint evaluation, verification, and design of systems that balance performance, security, and dependability. By publishing archival research results, TDSC aims to provide a valuable resource for researchers, engineers, and practitioners working in the areas of cybersecurity, fault tolerance, and system reliability. The journal's focus on cutting-edge research ensures that it remains at the forefront of advancements in the field, promoting the development of technologies that are critical for the functioning of modern, complex systems.
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