Enhancing Computer Forensics Investigation through Visualisation and Data Exploitation

G. Osborne, B. Turnbull
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引用次数: 13

Abstract

This paper focuses on establishing the need for new architectures on which to build visualisation systems that enhance computer forensic investigation of digital evidence. The issues surrounding processing of large quantities of digital evidence are established. In addition, the current state of visualisation and data analysis techniques for computer forensics are highlighted. This paper suggests need for new visualisation techniques in order to display data in familiar visual forms that facilitate efficient insight gaining into digital evidence. Visualisations techniques also require a source of processed data that contains context relevant information to present to an investigator. To this end this paper introduces the notion of data exploitation as a way to describe techniques that provide opportunistic data analysis across multiple sources of digital evidence. Data exploitation techniques provide normalisation techniques, event correlation, relationship extraction and investigative domain knowledge processing to occur across a set of evidence. This enables a visual representation of digital evidence to highlight relationships and events across many data sources, support an investigator throughout the entire data analysis process and enable an investigator to focus on the context of the current crime.
通过可视化和数据利用加强计算机取证调查
本文的重点是建立新的体系结构的需求,在此基础上建立可视化系统,以增强数字证据的计算机法医调查。提出了大量数字证据处理的相关问题。此外,还强调了计算机取证的可视化和数据分析技术的现状。本文建议需要新的可视化技术,以便以熟悉的视觉形式显示数据,从而促进对数字证据的有效洞察。可视化技术还需要一个处理过的数据源,其中包含向调查员提供的与上下文相关的信息。为此,本文介绍了数据利用的概念,作为描述跨多个数字证据来源提供机会数据分析的技术的一种方式。数据开发技术提供规范化技术、事件关联、关系提取和调查领域知识处理,以跨一组证据发生。这使得数字证据的可视化表示能够突出显示多个数据源之间的关系和事件,在整个数据分析过程中支持调查人员,并使调查人员能够关注当前犯罪的背景。
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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