An efficient network intrusion detection model for IoT security using K-NN classifier and feature selection

M Mohy-Eddine, A Guezzaz, S Benkirane… - Multimedia Tools and …, 2023 - Springer
Abstract The Internet of Things (IoT) interconnects billions of sensors and actuators to serve
a meaningful purpose. However, it is always vulnerable to various menaces. Thus, IoT …

An ensemble learning based intrusion detection model for industrial IoT security

M Mohy-Eddine, A Guezzaz… - Big Data Mining and …, 2023 - ieeexplore.ieee.org
Industrial Internet of Things (IIoT) represents the expansion of the Internet of Things (IoT) in
industrial sectors. It is designed to implicate embedded technologies in manufacturing fields …

An effective intrusion detection approach based on ensemble learning for IIoT edge computing

M Mohy-Eddine, A Guezzaz, S Benkirane… - Journal of Computer …, 2023 - Springer
Abstract The Internet of Things (IoT) has recently gained immense popularity. IoT is a set of
devices that compute, communicate with each other, and consist of a vast network. Industrial …

Network Intrusion Detection: An IoT and Non IoT-Related Survey

SA Abdulkareem, CH Foh, M Shojafar, F Carrez… - IEEE …, 2024 - ieeexplore.ieee.org
The proliferation of the Internet of Things (IoT) is occurring swiftly and is all-encompassing.
The cyber attack on Dyn in 2016 brought to light the notable susceptibilities of intelligent …

An intrusion detection model using election-based feature selection and K-NN

M Mohy-eddine, A Guezzaz, S Benkirane… - Microprocessors and …, 2023 - Elsevier
Abstract The Internet of Things (IoT) is a harmonized embedded object and sensor set. It is a
target of intrusions, which leads to considering the security of the IoT environment …

IDS-XGbFS: a smart intrusion detection system using XGboostwith recent feature selection for VANET safety

S Amaouche, AzidineGuezzaz, S Benkirane… - Cluster …, 2024 - Springer
Abstract The Vehicular Ad Hoc Network (VANET) is a novel and innovative technology
which is part of the Intelligent Transportation Systems (ITS). VANET is a network composed …

MLIDS: Machine learning enabled intrusion detection system for health monitoring framework using BA-WSN

S Saif, K Karmakar, S Biswas, S Neogy - International journal of wireless …, 2022 - Springer
Abstract Health monitoring using Body Area Wireless Sensor Network (BA-WSN) has gained
immense popularity due to usability, ubiquitous support, and real-time performance. It is a …

RDNet: Regression dense and attention for object detection in traffic symbols

F Hong, C Lu, W Jiang, W Ju, T Wang - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
Identification and detection of traffic identifiers are some of the most challenging tasks in the
field of autonomous driving. For object detection, how to obtain deep semantic information …

Balancing data utility versus information loss in data-privacy protection using k-anonymity

TK Esmeel, MM Hasan, MN Kabir… - 2020 IEEE 8th …, 2020 - ieeexplore.ieee.org
Data privacy has been an important area of research in recent years. Dataset often consists
of sensitive data fields, exposure of which may jeopardize interests of individuals associated …

Data fusion and network intrusion detection systems

R Ahmad, I Alsmadi - Cluster Computing, 2024 - Springer
The increasing frequency and sophistication of cyber-attacks pose significant threats to
organizational entities and critical national infrastructure, leading to substantial financial and …