Security concerns over IoT routing using emerging technologies: a review

R Kumar, A Malik, V Ranga - Transactions on Emerging …, 2023 - Wiley Online Library
Abstract The Internet of Things (IoT) provides a way to reach every hidden corner of the
universe and provides valuable information for exploring the universe. With the …

A review of intrusion detection systems in RPL routing protocol based on machine learning for internet of things applications

A Seyfollahi, A Ghaffari - Wireless Communications and Mobile …, 2021 - Wiley Online Library
IPv6 routing protocol for low‐power and lossy networks (RPL) has been developed as a
routing agent in low‐power and lossy networks (LLN), where nodes' resource constraint …

An ensemble learning framework for the detection of RPL attacks in IoT networks based on the genetic feature selection approach

M Osman, J He, N Zhu, FMM Mokbal - Ad Hoc Networks, 2024 - Elsevier
The rapid proliferation of Internet of Things (IoT) devices has raised critical concerns
regarding the security of corresponding IoT networks. The Routing Protocol for Low-Power …

A Detailed Review of the IoT with Detection of Sinkhole Attacks in RPL based network

J Rani, A Dhingra, V Sindhu - 2022 International conference on …, 2022 - ieeexplore.ieee.org
The “Internet of Things”(IoT) is internetworking of physical devices known as' things',
algorithms, equipment and techniques that allow communication with another device …

A Lightweight Cooperative Intrusion Detection System for RPL-based IoT

H Azzaoui, AZE Boukhamla, P Perazzo… - Wireless Personal …, 2024 - Springer
The successful deployment of an Intrusion Detection System (IDS) in the Internet of Things
(IoT) is subject to two primary criteria: the detection method and the deployment strategy …

Assessment of routing attacks and mitigation techniques with RPL control messages: A survey

AO Bang, UP Rao, P Kaliyar, M Conti - ACM Computing Surveys (CSUR), 2022 - dl.acm.org
Routing Protocol for Low-Power and Lossy Networks (RPL) is a standard routing protocol for
the Low Power and Lossy Networks (LLNs). It is a part of the IPv6 over Low-Power Wireless …

A taxonomy of machine-learning-based intrusion detection systems for the internet of things: A survey

A Jamalipour, S Murali - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) is an emerging technology that has earned a lot of research
attention and technical revolution in recent years. Significantly, IoT connects and integrates …

A novel decentralized security architecture against sybil attack in RPL-based IoT networks: a focus on smart home use case

AO Bang, UP Rao - The Journal of Supercomputing, 2021 - Springer
Internet of things (IoT) is renowned for being a massive revolution led by business leaders
and researchers. Routing protocol for low-power and lossy network (RPL) is a standardized …

THC-RPL: A lightweight Trust-enabled routing in RPL-based IoT networks against Sybil attack

D Arshad, M Asim, N Tariq, T Baker, H Tawfik… - PloS one, 2022 - journals.plos.org
The Internet of Things (IoT) and its relevant advances have attracted significant scholarly,
governmental, and industrial attention in recent years. Since the IoT specifications are quite …

Employing a machine learning approach to detect combined internet of things attacks against two objective functions using a novel dataset

J Foley, N Moradpoor, H Ochenyi - Security and …, 2020 - Wiley Online Library
One of the important features of routing protocol for low‐power and lossy networks (RPLs) is
objective function (OF). OF influences an IoT network in terms of routing strategies and …