Visible to the public Cloud-Centric Framework for Isolating Big Data as Forensic Evidence from IoT Infrastructures

TitleCloud-Centric Framework for Isolating Big Data as Forensic Evidence from IoT Infrastructures
Publication TypeConference Paper
Year of Publication2017
AuthorsKebande, V. R., Karie, N. M., Venter, H. S.
Conference Name2017 1st International Conference on Next Generation Computing Applications (NextComp)
ISBN Number978-1-5386-3831-6
KeywordsBig Data, Big data isolation, big data security in the cloud, business processes, CFIBD-IoT framework, cloud computing, cloud-centric framework, cloud-computing, cybercrime activities, data exchange, Data security, digital forensics, forensic evidence, Internet of Things, IoT, IoT infrastructures, Metrics, miniaturization, Nanotechnology, parallel processing, proliferation, pubcrawl, Resiliency, Scalability, security, Sensors
Abstract

Cloud computing paradigm continues to revolutionize the way business processes are being conducted through the provision of massive resources, reliability across networks and ability to offer parallel processing. However, miniaturization, proliferation and nanotechnology within devices has enabled digitization of almost every object which eventually has seen the rise of a new technological marvel dubbed Internet of Things (IoT). IoT enables self-configurable/smart devices to connect intelligently through Radio Frequency Identification (RFID), WI-FI, LAN, GPRS and other methods by further enabling timeously processing of information. Based on these developments, the integration of the cloud and IoT infrastructures has led to an explosion of the amount of data being exchanged between devices which have in turn enabled malicious actors to use this as a platform to launch various cybercrime activities. Consequently, digital forensics provides a significant approach that can be used to provide an effective post-event response mechanism to these malicious attacks in cloud-based IoT infrastructures. Therefore, the problem being addressed is that, at the time of writing this paper, there still exist no accepted standards or frameworks for conducting digital forensic investigation on cloud-based IoT infrastructures. As a result, the authors have proposed a cloud-centric framework that is able to isolate Big data as forensic evidence from IoT (CFIBD-IoT) infrastructures for proper analysis and examination. It is the authors' opinion that if the CFIBD-IoT framework is implemented fully it will support cloud-based IoT tool creation as well as support future investigative techniques in the cloud with a degree of certainty.

URLhttp://ieeexplore.ieee.org/document/8016176/
DOI10.1109/NEXTCOMP.2017.8016176
Citation Keykebande_cloud-centric_2017