A systematic literature review on machine and deep learning approaches for detecting attacks in RPL-based 6LoWPAN of internet of things

TA Al-Amiedy, M Anbar, B Belaton, AHH Kabla… - Sensors, 2022 - mdpi.com
The IETF Routing Over Low power and Lossy network (ROLL) working group defined IPv6
Routing Protocol for Low Power and Lossy Network (RPL) to facilitate efficient routing in …

RPL-based attack detection approaches in IoT networks: review and taxonomy

N Alfriehat, M Anbar, M Aladaileh, I Hasbullah… - Artificial Intelligence …, 2024 - Springer
Abstract The Routing Protocol for Low-Power and Lossy Networks (RPL) plays a crucial role
in the Internet of Things (IoT) and Wireless Sensor Networks. However, ensuring the RPL …

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 …

Performance evaluation of mobile RPL-based IoT networks under version number attack

G Sharma, J Grover, A Verma - Computer Communications, 2023 - Elsevier
Abstract The Internet of Things (IoT) has a vital role in communication and has many cross-
platform applications which generate a massive volume of data. IoT interconnects various …

A lightweight scheme for mitigating RPL version number attacks in IoT networks

IS Alsukayti, A Singh - IEEE Access, 2022 - ieeexplore.ieee.org
Internet of Things (IoT) systems incorporate a multitude of resource-limited devices typically
interconnected over Low Power and Lossy Networks (LLNs). Robust IP-based network …

The routing protocol for low power and lossy networks (RPL) under attack: simulation and analysis

A Hkiri, M Karmani, M Machhout - 2022 5th international …, 2022 - ieeexplore.ieee.org
Routing protocol for low power and lossy networks (RPL) is the underlying routing protocol
of 6LoWPAN, a core communication standard for the Internet of Things. In terms of quality of …

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 …

[PDF][PDF] Analysis of RPL Objective Functions with Security Perspective.

C Dogan, S Yilmaz, S Sen - SENSORNETS, 2022 - scitepress.org
The IPv6 Routing Protocol for Low Power Lossy Networks (RPL) is one of the standardized
routing protocols for lossy networks consisting of resource-constrained Internet of Things …

RPL-based IoT networks under simple and complex routing security attacks: An experimental study

IS Alsukayti, M Alreshoodi - Applied Sciences, 2023 - mdpi.com
Effective security support still remains a challenge even for a standardized Internet of Things
network protocol such as the IPv6 Routing Protocol for Low-Power and Lossy Networks …

[PDF][PDF] A potential flooding version number attack against RPL based IOT networks

M Rouissat, M Belkheir, HSA Belkhira - Journal of Electrical …, 2022 - sciendo.com
Routing protocol for low power and lossy networks (RPL) has been proposed for power,
memory, and processing constrained devices. Owing to their constrained, RPL-based …