Simulating attacks for RPL and generating multi-class dataset for supervised machine learning

M Sharma, H Elmiligi, F Gebali… - 2019 IEEE 10th Annual …, 2019 - ieeexplore.ieee.org
Routing protocol for low power and lossy network (RPL) is one of the most common routing
protocols used at the physical layer of the Cyber Physical Systems (CPS). This paper …

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 …

AIEMLA: artificial intelligence enabled machine learning approach for routing attacks on internet of things

S Sharma, VK Verma - The Journal of Supercomputing, 2021 - Springer
Abstract The Internet of things (IoT) is emerging as a prime area of research in the modern
era. The significance of IoT in the daily life is increasing due to the increase in objects or …

RPL rank attack detection using Deep Learning

W Choukri, H Lamaazi… - … Conference on Innovation …, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) is a network of interconnected smart devices. It provides a set of
services in different domains to improve the quality of human daily life. However, protecting …

[PDF][PDF] Artificial neural network model for decreased rank attack detection in RPL based on IoT networks

M Osman, J He, FMM Mokbal, N Zhu - Int. J. Netw. Secur, 2021 - ijns.jalaxy.com.tw
Abstract Internet of Things (IoT) cyber-attacks are growing day by day because of the
constrained nature of the IoT devices and the lack of effective security countermeasures …

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 …

Machine learning-based multiple attack detection in RPL over IoT

MD Momand, MK Mohsin - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
By connecting the low-power smart embedded devices through the internet, the Internet of
Things (IoT) is a prominent technology in smart world construction. The IoT has numerous …

Security against rank attack in RPL protocol

MA Boudouaia, A Ali-Pacha, A Abouaissa… - IEEE …, 2020 - ieeexplore.ieee.org
The Routing Protocol for Low Power and Lossy Networks (RPL) is experiencing a wave of
security threats, due to the need of its utility in the Internet of Things (IoT). RPL is so far …

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 …

A comparative study on RPL attacks and security solutions

S Mangelkar, SN Dhage… - … Conference on Intelligent …, 2017 - ieeexplore.ieee.org
Routing Protocol for Low Power and Lossy Networks (RPL) is the routing protocol for IoT
and Wireless Sensor Networks. RPL is a lightweight protocol, having good routing …