An Intrusion Detection System using Deep Cellular Learning Automata and Semantic Hierarchy for Enhancing RPL Protocol Security

M Shirafkan, A Shahidinejad, M Ghobaei-Arani - Cluster Computing, 2023 - Springer
The internet of things (IoT) is a collection of systems connected to an online network
consisting of things. Routing Protocol for Low-Power and Lossy Networks (RPL) is a …

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 …

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 …

An intelligent RPL attack detection using machine learning-based intrusion detection system for Internet of Things

T Raghavendra, M Anand, M Selvi… - Procedia Computer …, 2022 - Elsevier
Abstract The Internet of Things (IoT) is an important and a major key component to support
human life. Sensors are the sensing devices that play an important role in IoT to detect …

RPL attack detection and prevention in the Internet of Things networks using a GRU based deep learning

S Cakir, S Toklu, N Yalcin - IEEE Access, 2020 - ieeexplore.ieee.org
Cyberattacks targeting Internet of Things (IoT), have increased significantly, over the past
decade, with the spread of internet-connected smart devices and applications. Routing …

Feature Selection Using Firefly Algorithm for Classification of Attacks in Routing Protocol for Low Power Lossy Networks (LLNs) Based Internet of Things (IoT) …

PS Nandhini, S Bharani, M Harish… - … on Smart Electronics …, 2023 - ieeexplore.ieee.org
IoT (Internet of Things) is a collection of diverse resource-constrained things or nodes. All
the IoT devices used to collect and share data are connected through Internet. Since all the …

An intelligent and lightweight intrusion detection mechanism for RPL routing attacks by applying automata model

DB Gothawal, SV Nagaraj - Information Security Journal: A Global …, 2023 - Taylor & Francis
ABSTRACT Routing Protocol for Low power and Lossy network (RPL) offers a set of
mechanisms to attain efficient communication over resource-limited heterogeneous IoT …

Blocollab: A Blockchain-aided Deep Learning Model for Hybrid and Collaborative Routing Attack Detection and Mitigation in RPL.

OA Abdulkareem, RK Kontham… - International Journal of …, 2024 - search.ebscohost.com
Abstract As Internet of Things (IoT) is a realism that variations in numerous aspects of our
everyday life, from smart monitoring to the management of life-threatening infrastructure. In …

Artificial intelligence-based technique for detection of selective forwarding attack in rpl-based internet of things networks

V Neerugatti, A Rama Mohan Reddy - Emerging Research in Data …, 2020 - Springer
Abstract Internet of Things (IoT) is an upcoming technology in computing networks, which
uses the novel and constrained technologies like IPv6 over Low-powered wireless personal …

Machine Learning Based Intelligent RPL Attack Detection System for IoT Networks

A Kannan, M Selvi, SVN Santhosh Kumar… - … Machine Learning with …, 2024 - Springer
Abstract Routing Protocol for Low-Power and Lossy Networks (RPL) has been used in the
Internet of Things (IoT) with Wireless Sensor Networks (WSNs), but it is does not give much …