Hybrid deep learning-based intrusion detection system for RPL IoT networks

Y Al Sawafi, A Touzene, R Hedjam - Journal of Sensor and Actuator …, 2023 - mdpi.com
Internet of things (IoT) has become an emerging technology transforming everyday physical
objects to be smarter by using underlying technologies such as sensor networks. The …

[引用][C] Attacks in RPL and detection technique used for Internet of Things

MVR Jyothisree, S Sreekanth - Int J Recent Technol Eng (IJRTE), 2019

Detection and mitigation of RPL routing attacks in Internet of Things

VRJ Manne, S Sreekanth - 2022 9th International Conference …, 2022 - ieeexplore.ieee.org
In real-time network stationing, as the number of connected devices are increased in IoT,
handling the attacks in routing protocols such as RPL-Routing protocol for Low Power and …

An anomaly-based IDS for detecting attacks in RPL-based internet of things

B Farzaneh, MA Montazeri… - 2019 5th International …, 2019 - ieeexplore.ieee.org
The Internet of Things (IoT) is a concept that allows the networking of various objects of
everyday life and communications on the Internet without human interaction. The IoT …

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 real-time intrusion detection system for wormhole attack in the RPL based Internet of Things

S Deshmukh-Bhosale, SS Sonavane - Procedia Manufacturing, 2019 - Elsevier
Today there is a trend of the Internet of Things (IoT) where many objects are connected to
the internet. In future number of objects connected to the internet will be more as compared …

ELNIDS: Ensemble learning based network intrusion detection system for RPL based Internet of Things

A Verma, V Ranga - … 4th International conference on Internet of …, 2019 - ieeexplore.ieee.org
Internet of Things is realized by a large number of heterogeneous smart devices which
sense, collect and share data with each other over the internet in order to control the …

[PDF][PDF] Securing IoT Networks: RPL Attack Detection with Deep Learning GRU Networks

R Bokka, T Sadasivam - International Journal of Recent …, 2023 - ijresonline.com
The Internet of Things (IoT) can be defined as the internet-based connectivity of
heterogeneous intelligent devices to control and run them. Smart gadgets and wireless …

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 …

[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 …