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Digital Forensics to Intelligent Forensics

机译:从数字取证到智能取证

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In this paper we posit that current investigative techniques—particularly as deployed by law enforcement, are becoming unsuitable for most types of crime investigation. The growth in cybercrime and the complexities of the types of the cybercrime coupled with the limitations in time and resources, both computational and human, in addressing cybercrime put an increasing strain on the ability of digital investigators to apply the processes of digital forensics and digital investigations to obtain timely results. In order to combat the problems, there is a need to enhance the use of the resources available and move beyond the capabilities and constraints of the forensic tools that are in current use. We argue that more intelligent techniques are necessary and should be used proactively. The paper makes the case for the need for such tools and techniques, and investigates and discusses the opportunities afforded by applying principles and procedures of artificial intelligence to digital forensics intelligence and to intelligent forensics and suggests that by applying new techniques to digital investigations there is the opportunity to address the challenges of the larger and more complex domains in which cybercrimes are taking place.
机译:在本文中,我们假设当前的侦查技术(尤其是执法部门部署的侦查技术)已不适用于大多数类型的犯罪侦查。网络犯罪的增长和网络犯罪类型的复杂性,以及解决网络犯罪所需的时间和资源(包括计算和人力)的局限性,使数字调查人员应用数字取证和数字调查流程的能力日益紧张以获得及时的结果。为了解决这些问题,需要增强可用资源的使用,并超越当前使用的取证工具的功能和限制。我们认为,更智能的技术是必要的,应积极使用。本文提出了对此类工具和技术的需求,并研究和讨论了将人工智能的原理和程序应用于数字取证情报和智能取证研究所提供的机遇,并建议通过将新技术应用于数字调查,可以有机会应对正在发生网络犯罪的更大,更复杂的领域的挑战。

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