Secured mobile IOT ecosystem using enhanced multi-level intelligent trust scheme

R Sharma, R Arya - Computers and Electrical Engineering, 2023 - Elsevier
Abstract The Internet of Things (IoT) is a collection of heterogeneous, interconnected mobile
ad-hoc networks (MANETs) devices. High-level security is always required to protect …

Fcnn-se: An intrusion detection model based on a fusion CNN and stacked ensemble

C Chen, Y Song, S Yue, X Xu, L Zhou, Q Lv, L Yang - Applied Sciences, 2022 - mdpi.com
As a security defense technique to protect networks from attacks, a network intrusion
detection model plays a crucial role in the security of computer systems and networks …

Passive Rule-Based Approach to Detect Sinkhole Attack in RPL-Based Internet of Things Networks

S Al-Sarawi, M Anbar, BA Alabsi, MA Aladaileh… - IEEE …, 2023 - ieeexplore.ieee.org
An Internet of Things (IoT) refers to a network of smart devices that enable data collection
and exchange. RPL is a protocol specifically designed for IPv6 over Low Power Wireless …

Deep learning-based early stage detection (DL-ESD) for routing attacks in Internet of Things networks

M Albishari, M Li, R Zhang, E Almosharea - The Journal of …, 2023 - Springer
Security represents one of the main critical issues in the Internet of Things (IoT), especially
the routing attacks in the core network where the loss of information becomes very harmful …

Data driven intrusion detection for 6LoWPAN based IoT systems

FK Örs, A Levi - Ad Hoc Networks, 2023 - Elsevier
Wide adoption of Internet of Things (IoT) devices and their limitations in terms of hardware
cause them to be easy targets for attackers. This, in turn, requires monitoring such systems …

An ensemble approach-based intrusion detection system utilizing ISHO-HBA and SE-ResNet152

J Saikam, K Ch - International Journal of Information Security, 2024 - Springer
Over the past ten years, there has been a significant increase in computer network
intrusions, partly due to a thriving black market for cybercrime and the availability of …

OPSMOTE-ML: an optimized SMOTE with machine learning models for selective forwarding attack detection in low power and lossy networks of internet of things

TA Al-Amiedy, M Anbar, B Belaton - Cluster Computing, 2024 - Springer
Abstract The Internet of Things represents a rapidly evolving networking paradigm that
brings numerous benefits through its diverse applications. Advances in embedded system …

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 Novel Hybrid Feature Selection with Cascaded LSTM: Enhancing Security in IoT Networks

K Sundaram, Y Natarajan… - Wireless …, 2024 - Wiley Online Library
The rapid growth of the Internet of Things (IoT) has created a situation where a huge amount
of sensitive data is constantly being created and sent through many devices, making data …

OEAD: An Online Ensemble-based Anomaly Detection technique for RPL network

S Budania, MV Shenoy - … of the 25th International Conference on …, 2024 - dl.acm.org
Routing Protocol for Low-Power and Lossy Networks (RPL) is a widely used routing protocol
in low-power and lossy networks especially when convergecast traffic is predominant. RPL …