A new network forensic framework based on deep learning for Internet of Things networks: A particle deep framework

N Koroniotis, N Moustafa, E Sitnikova - Future Generation Computer …, 2020 - Elsevier
With the prevalence of Internet of Things (IoT) systems, inconspicuous everyday household
devices are connected to the Internet, providing automation and real-time services to their …

A generic digital forensic investigation framework for internet of things (iot)

VR Kebande, I Ray - … Conference on Future Internet of Things …, 2016 - ieeexplore.ieee.org
Although numerous researches have been carried on Internet of Things (IoT), little focus has
been employed on how Digital Forensics (DF) techniques can be used to conduct Digital …

FIF-IoT: A forensic investigation framework for IoT using a public digital ledger

M Hossain, Y Karim, R Hasan - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
The increased deployment of Internet of Things (IoT) devices will make them targets for
attacks. IoT devices can also be used as tools for committing crimes. In this regard, we …

Application-specific digital forensics investigative model in internet of things (iot)

T Zia, P Liu, W Han - Proceedings of the 12th International Conference …, 2017 - dl.acm.org
Besides its enormous benefits to the industry and community the Internet of Things (IoT) has
introduced unique security challenges to its enablers and adopters. As the trend in …

Review and assessment of the existing digital forensic investigation process models

R Montasari - International Journal of Computer Applications, 2016 - pure.hud.ac.uk
This review paper assesses the existing body of knowledge associated with digital forensic
investigation process models. To this end, eleven of the existing models are critically …

Machine-Learning Forensics: State of the Art in the Use of Machine-Learning Techniques for Digital Forensic Investigations within Smart Environments

L Tageldin, H Venter - Applied Sciences, 2023 - mdpi.com
Recently, a world-wide trend has been observed that there is widespread adoption across
all fields to embrace smart environments and automation. Smart environments include a …

An improved IoT forensic model to identify interconnectivity between things

J Kim, J Park, S Lee - Forensic Science International: Digital Investigation, 2023 - Elsevier
Abstract The Internet of Things (IoT) is permeating our daily lives, blurring the boundaries
between the cyber world and the physical world. With an increased number of identified …

Enhancing network forensics with particle swarm and deep learning: The particle deep framework

N Koroniotis, N Moustafa - arXiv preprint arXiv:2005.00722, 2020 - arxiv.org
The popularity of IoT smart things is rising, due to the automation they provide and its effects
on productivity. However, it has been proven that IoT devices are vulnerable to both well …

A natural human language framework for digital forensic readiness in the public cloud

SO Baror, HS Venter, R Adeyemi - Australian Journal of Forensic …, 2021 - Taylor & Francis
Currently, about half of all global enterprises are adopting and using some form of cloud
computing services. In cloud computing, potential digital evidence is distributed across …

[HTML][HTML] Forensic science. The importance of identity in theory and practice

RM Morgan - Forensic science international: synergy, 2019 - Elsevier
There is growing consensus that there is a crisis in forensic science at the global scale.
Whilst restricted resources are clearly part of the root causes of the crisis, a contested …