自适应日志管理基础设施的动态设计方法

V. Anastopoulos, S. Katsikas
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引用次数: 1

摘要

组织出于各种原因收集日志数据,包括与安全相关的原因。产生日志记录的设备越来越多,种类越来越多,导致网络分散,数据量大。日志管理基础设施的设计通常由基于行业最佳实践和经验的决策主导,但无法适应不断变化的威胁环境。在这项工作中,提出了一种新的动态日志管理基础设施设计方法。所提出的方法利用社会网络分析将基础设施与威胁环境联系起来,从而使其能够随着威胁的发展而发展。通过将该方法应用于实际组织的日志管理基础设施的设计,说明了该方法的工作原理。
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A Methodology for the Dynamic Design of Adaptive Log Management Infrastructures
Organizations collect log data for various reasons, including security related ones. The multitude and diversity of the devices that generate log records increases, resulting to dispersed networks and large volumes of data. The design of a log management infrastructure is usually led by decisions that are commonly based on industry best practices and experience, but fail to adapt to the evolving threat landscape. In this work a novel methodology for the design of a dynamic log management infrastructure is proposed. The proposed methodology leverages social network analysis to relate the infrastructure with the threat landscape, thus enabling it to evolve as threats evolve. The workings of the methodology are demonstrated by means of its application for the design of the log management infrastructure of a real organization.
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