[HTML][HTML] Ensemble model based on hybrid deep learning for intrusion detection in smart grid networks

U AlHaddad, A Basuhail, M Khemakhem, FE Eassa… - Sensors, 2023 - mdpi.com
The Smart Grid aims to enhance the electric grid's reliability, safety, and efficiency by
utilizing digital information and control technologies. Real-time analysis and state estimation …

[HTML][HTML] OCR applied for identification of vehicles with irregular documentation using IoT

LA Glasenapp, AF Hoppe, MA Wisintainer, A Sartori… - Electronics, 2023 - mdpi.com
Given the lack of investments in surveillance in remote places, this paper presents a
prototype that identifies vehicles in irregular conditions, notifying a group of people, such as …

[HTML][HTML] Ensemble machine learning techniques for accurate and efficient detection of botnet attacks in connected computers

S Afrifa, V Varadarajan, P Appiahene, T Zhang… - Eng, 2023 - mdpi.com
The transmission of information, ideas, and thoughts requires communication, which is a
crucial component of human contact. The utilization of Internet of Things (IoT) devices is a …

[HTML][HTML] High-Level K-Nearest Neighbors (HLKNN): A Supervised Machine Learning Model for Classification Analysis

E Ozturk Kiyak, B Ghasemkhani, D Birant - Electronics, 2023 - mdpi.com
The k-nearest neighbors (KNN) algorithm has been widely used for classification analysis in
machine learning. However, it suffers from noise samples that reduce its classification ability …

Parametrized division of exposure zone for marine reinforced concrete structures with a multi-class Boosting method

R Wu, J Xia, J Chen, K Chen, Y Zheng, J Mao… - Engineering …, 2023 - Elsevier
The analysis of marine reinforced concrete structures using chloride profile data is a
commonly used exposure zone classification method. However, chloride profile data is multi …

[HTML][HTML] Insights into Modern Intrusion Detection Strategies for Internet of Things Ecosystems

B Isong, O Kgote, A Abu-Mahfouz - Electronics, 2024 - mdpi.com
The swift explosion of Internet of Things (IoT) devices has brought about a new era of
interconnectivity and ease of use while simultaneously presenting significant security …

Evaluation of contemporary intrusion detection systems for internet of things environment

V Choudhary, S Tanwar, T Choudhury - Multimedia Tools and …, 2024 - Springer
Abstract Internet of Things (IoT) involves wide-ranging devices connected through the
Internet with an aim to enable coherent communication amongst them without human …

[HTML][HTML] A new intrusion detection model for industrial control system based on hierarchical interval-based BRB

G Qian, L Hu, W Zhang, W He - Intelligent Systems with Applications, 2023 - Elsevier
Because the flow data generated by industrial control networks have the characteristics of
large quantity, large feature dimension, and obvious class imbalance, the traditional …

An Efficient GNSS Coordinate Classification Strategy with an Adaptive KNN Algorithm for Epidemic Management

JS Chen, CM Kuo - Mathematics, 2024 - mdpi.com
In times of widespread epidemics, numerous individuals are at risk of contracting viruses,
such as COVID-19, monkeypox, and pneumonia, leading to a ripple effect of impacts on …

Enhanced Machine Learning-Based SDN Controller Framework for Securing IoT Networks

N Karmous, MOE Aoueileyine, M Abdelkader… - International Conference …, 2023 - Springer
Abstract The Internet of Things (IoT) ecosystem consists of interconnected devices that work
together. It facilitates communication between devices, real-time data exchange and cloud …