[HTML][HTML] Routing attack induced anomaly detection in IoT network using RBM-LSTM
The network of resource constraint devices, also known as the Low power and Lossy
Networks (LLNs), constitutes the edge tire of the Internet of Things applications like smart …
Networks (LLNs), constitutes the edge tire of the Internet of Things applications like smart …
A holistic framework for prediction of routing attacks in IoT-LLNs
The IPv6 routing protocol for low power and lossy networks (RPL) has gained widespread
application in the Internet of Things (IoT) environment. RPL has inherent security features to …
application in the Internet of Things (IoT) environment. RPL has inherent security features to …
[HTML][HTML] UOS_IOTSH_2024: A Comprehensive Network Traffic Dataset for Sinkhole Attacks in Diverse RPL IoT Networks
The proliferation of Internet of Things (IoT) implementations has enabled significant
advancements across various applications, from smart homes to industrial automation. IoT …
advancements across various applications, from smart homes to industrial automation. IoT …
OPSMOTE-ML: an optimized SMOTE with machine learning models for selective forwarding attack detection in low power and lossy networks of internet of things
Abstract The Internet of Things represents a rapidly evolving networking paradigm that
brings numerous benefits through its diverse applications. Advances in embedded system …
brings numerous benefits through its diverse applications. Advances in embedded system …
[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 …
heterogeneous intelligent devices to control and run them. Smart gadgets and wireless …
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 …
regarding the security of corresponding IoT networks. The Routing Protocol for Low-Power …
Fault-tolerant AI-driven intrusion detection system for the internet of things
Abstract Internet of Things (IoT) has emerged as a key component of all advanced critical
infrastructures. However, with the challenging nature of IoT, new security breaches have …
infrastructures. However, with the challenging nature of IoT, new security breaches have …
DETONAR: Detection of routing attacks in RPL-based IoT
The Internet of Things (IoT) is a reality that changes several aspects of our daily life, from
smart home monitoring to the management of critical infrastructure. The “Routing Protocol for …
smart home monitoring to the management of critical infrastructure. The “Routing Protocol for …
Threat analysis model to control IoT network routing attacks through deep learning approach
K Janani, S Ramamoorthy - Connection Science, 2022 - Taylor & Francis
Most of the recent research has focused on the Internet of Things (IoT) and its applications.
The open interface and network connectivity of the interconnected systems under the IoT …
The open interface and network connectivity of the interconnected systems under the IoT …
Detecting Sinkhole Attacks in Rpl-Based Iot Networks Using an Optimized Cnn-Mlp Hybrid Model
A Omar, B Soudan, A Altaweel - Available at SSRN 4855556 - papers.ssrn.com
This paper introduces a novel approach for detecting sinkhole attacks in Internet of Things
(IoT) networks based on the Routing Protocol for Low-Power and Lossy Networks (RPL) …
(IoT) networks based on the Routing Protocol for Low-Power and Lossy Networks (RPL) …