基于区块链的具有自我审计功能的紧凑型可验证数据流

IF 7 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE IEEE Transactions on Dependable and Secure Computing Pub Date : 2024-07-01 DOI:10.1109/TDSC.2023.3340208
Guohua Tian, Jianghong Wei, Meixia Miao, Fuchun Guo, Willy Susilo, Xiaofeng Chen
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引用次数: 1

摘要

可验证数据流(VDS)的基本原理为资源受限的用户提供了一种安全的数据外包解决方案,即用户可以将其连续生成的数据项流式传输到不受信任的服务器上,同时实现可公开验证的查询和更新。然而,现有的 VDS 方案要么要求服务器存储所有数据项的验证标签以支持数据查询和审计,要么将所有数据项绑定到一个恒定大小的标签中以实现服务器端的最优存储,但无法实现公开审计。为了弥补这一缺陷,本文首先设计了一种新颖的认证数据结构--可检索同态可验证标签(RHVT),允许用户将所有数据项的认证标签聚合到一个恒定大小的标签中,并在必要时从聚合标签中检索原始标签。在此基础上,我们提出了一种紧凑型可验证和可审计数据流(CVADS)方案,该方案采用单层认证机制,实现了更高效的数据追加和更新,以及最佳存储和公共审计。为了获得更好的鲁棒性和性能,我们引入了嵌套双层认证机制,并提出了基于区块链的 CVADS(BCVADS)方案,以实现具有自审计功能的分布式 CVADS。最后,我们证明了我们的方案在随机甲骨文模型中的安全性,并通过可视化性能评估证明了它们的实用性。
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Blockchain-Based Compact Verifiable Data Streaming With Self-Auditing
The primitive of verifiable data streaming (VDS) provides a secure data outsourcing solution for resource-constrained users, that is, they can stream their continuously-generated data items to untrusted servers while enabling publicly verifiable query and update. However, existing VDS schemes either require the server to store the authentication tags of all data items to support data query and auditing, or bind all data items into a constant-size tag to achieve optimal storage on the server side, but cannot achieve public auditing. To close this gap, in this article, we first design a novel authentication data structure, dubbed retrievable homomorphic verifiable tags (RHVTs), which allows users to aggregate the authentication tags of all data items into a constant-size tag, and enables them to retrieve the original tags from the aggregated tag when necessary. Based on this, we propose a compact verifiable and auditable data streaming (CVADS) scheme, which adopts a single-level authentication mechanism to achieve more efficient data append and update, as well as optimal storage and public auditing. For better robustness and performance, we introduce a nested dual-level authentication mechanism and propose a blockchain-based CVADS (BCVADS) scheme to achieve a distributed CVADS with self-auditing. Finally, we prove the security of our schemes in the random oracle model and demonstrate their practicality through a visual performance evaluation.
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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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