Towards Blockchain-Driven Network Log Management System

M. Rakib, S. Hossain, Mosarrat Jahan, U. Kabir
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引用次数: 2

Abstract

Log data is crucial to detect mischievous activities conducted in a computing environment. Traditional log management systems that depend on cloud and centralized storage servers are vulnerable to a single point of failure and lack transparency and trust since the adversaries tamper log records. In literature, blockchain is used to design log storage to resolve these issues. Although some solutions have been introduced, the existing works still cannot guarantee log data confidentiality, lack of efficient query mechanism, real-time implementation, and performance analysis. In this paper, we propose a blockchain-based network log data storage, query, and audit system. We have implemented and deployed the scheme in physical networking environment to collect log records. Our system ensures transparency, data accountability, and data confidentiality and incurs low overhead for performance analysis. Our work demonstrates the feasibility of blockchain to build a time-efficient log management system while ensuring the privacy of log data.
面向区块链驱动的网络日志管理系统
日志数据对于检测在计算环境中进行的恶意活动至关重要。依赖于云和集中式存储服务器的传统日志管理系统容易受到单点故障的影响,并且由于攻击者篡改日志记录而缺乏透明度和信任。在文献中,使用区块链来设计日志存储来解决这些问题。虽然已经引入了一些解决方案,但现有的工作仍然无法保证日志数据的保密性,缺乏高效的查询机制、实时性和性能分析。在本文中,我们提出了一个基于区块链的网络日志数据存储、查询和审计系统。该方案已在物理组网环境中实现并部署,用于收集日志记录。我们的系统确保了透明度、数据问责性和数据保密性,并降低了性能分析的开销。我们的工作证明了区块链在保证日志数据私密性的同时构建一个高效的日志管理系统的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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