Challenges of Network Forensic Investigation in Fog and Edge Computing

IF 2.8 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Future Internet Pub Date : 2023-10-18 DOI:10.3390/fi15100342
Daniel Spiekermann, Jörg Keller
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Abstract

While network forensics has matured over the decades and even made progress in the last 10 years when deployed in virtual networks, network forensics in fog and edge computing is still not progressed to that level despite the now widespread use of these paradigms. By using an approach similar to software testing, i.e., a mixture of systematic and experience, we analyze obstacles specific to forensics in fog and edge computing such as spatial dispersion and possibly incomplete recordings, and derive how far these obstacles can be overcome by adapting processes and techniques from other branches of network forensics, and how new solutions could look otherwise. In addition, we present a discussion of open problems of network forensics in fog and edge environments and discusses the challenges for an investigator.
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雾和边缘计算环境下网络取证调查的挑战
虽然网络取证在过去几十年里已经成熟,甚至在过去10年里在虚拟网络中部署时也取得了进展,但雾和边缘计算中的网络取证仍然没有发展到那个水平,尽管这些范式现在已经被广泛使用。通过使用类似于软件测试的方法,即系统和经验的混合,我们分析了雾和边缘计算中取证的特定障碍,如空间分散和可能不完整的记录,并得出通过适应网络取证的其他分支的过程和技术可以克服这些障碍的程度,以及新的解决方案看起来如何。此外,我们还讨论了雾和边缘环境中网络取证的开放问题,并讨论了调查员面临的挑战。
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来源期刊
Future Internet
Future Internet Computer Science-Computer Networks and Communications
CiteScore
7.10
自引率
5.90%
发文量
303
审稿时长
11 weeks
期刊介绍: Future Internet is a scholarly open access journal which provides an advanced forum for science and research concerned with evolution of Internet technologies and related smart systems for “Net-Living” development. The general reference subject is therefore the evolution towards the future internet ecosystem, which is feeding a continuous, intensive, artificial transformation of the lived environment, for a widespread and significant improvement of well-being in all spheres of human life (private, public, professional). Included topics are: • advanced communications network infrastructures • evolution of internet basic services • internet of things • netted peripheral sensors • industrial internet • centralized and distributed data centers • embedded computing • cloud computing • software defined network functions and network virtualization • cloud-let and fog-computing • big data, open data and analytical tools • cyber-physical systems • network and distributed operating systems • web services • semantic structures and related software tools • artificial and augmented intelligence • augmented reality • system interoperability and flexible service composition • smart mission-critical system architectures • smart terminals and applications • pro-sumer tools for application design and development • cyber security compliance • privacy compliance • reliability compliance • dependability compliance • accountability compliance • trust compliance • technical quality of basic services.
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