Securing internet of things using machine and deep learning methods: a survey

A Ghaffari, N Jelodari, S pouralish, N derakhshanfard… - Cluster …, 2024 - Springer
Abstract The Internet of Things (IoT) is a vast network of devices with sensors or actuators
connected through wired or wireless networks. It has a transformative effect on integrating …

A survey of machine and deep learning methods for internet of things (IoT) security

MA Al-Garadi, A Mohamed, AK Al-Ali… - … surveys & tutorials, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) integrates billions of smart devices that can communicate with
one another with minimal human intervention. IoT is one of the fastest developing fields in …

Securing the Internet of Things using machine learning: a review

S Malik, R Chauhan - … on Convergence to Digital World-Quo …, 2020 - ieeexplore.ieee.org
The Internet of Things facilitates integration of massive group of devices into networks to
provide data for an ever-growing number of applications. The current and future IoT …

[PDF][PDF] A state of the art survey of machine learning algorithms for IoT security

AF Jahwar, S Zeebaree - Asian J. Res. Comput. Sci, 2021 - academia.edu
ABSTRACT The Internet of Things (IoT) is a paradigm shift that enables billions of devices to
connect to the Internet. The IoT's diverse application domains, including smart cities, smart …

Securing the internet of things in the age of machine learning and software-defined networking

F Restuccia, S D'oro, T Melodia - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
The Internet of Things (IoT) realizes a vision where billions of interconnected devices are
deployed just about everywhere, from inside our bodies to the most remote areas of the …

Research on artificial intelligence enhancing internet of things security: A survey

H Wu, H Han, X Wang, S Sun - Ieee Access, 2020 - ieeexplore.ieee.org
Through three development routes of authentication, communication, and computing, the
Internet of Things (IoT) has become a variety of innovative integrated solutions for specific …

On securing iot from deep learning perspective

Y Otoum, A Nayak - 2020 IEEE Symposium on Computers and …, 2020 - ieeexplore.ieee.org
The extensive growth of the Internet of Things (IoT) has impacted diverse applications,
including smart homes and cities, Intelligent Transport Systems (ITS) and smart factories. IoT …

The Era of Internet of Things: Towards better security using machine learning

H Abdulla, H Al-Raweshidy… - … Conference on IT …, 2023 - ieeexplore.ieee.org
The IoT has various applications in various industries, including logistics tracking,
healthcare, automotive, and smart cities. To prepare for a future in which the IoT is …

Machine learning and deep learning in cyber security for IoT

S Velliangiri, KK Kasaraneni - ICDSMLA 2019: Proceedings of the 1st …, 2020 - Springer
Abstract The Internet of Things (IoT), which incorporates different devices into the networks
to give sophisticated and intellectual services, needs to ensure client security and deal with …

Machine learning in IoT security: Current solutions and future challenges

F Hussain, R Hussain, SA Hassan… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
The future Internet of Things (IoT) will have a deep economical, commercial and social
impact on our lives. The participating nodes in IoT networks are usually resource …