[HTML][HTML] Ensuring network security with a robust intrusion detection system using ensemble-based machine learning

MA Hossain, MS Islam - Array, 2023 - Elsevier
Intrusion detection is a critical aspect of network security to protect computer systems from
unauthorized access and attacks. The capacity of traditional intrusion detection systems …

Mapping the evolution of intrusion detection in big data: A bibliometric analysis

MG Yaseen, AS Albahri - Mesopotamian Journal of Big Data, 2023 - mesopotamian.press
This study provides a comprehensive analysis of the dynamic amalgamation of intrusion
detection and big data, revealing trends and patterns within cybersecurity research. The …

BRL-ETDM: Bayesian reinforcement learning-based explainable threat detection model for industry 5.0 network

AK Dey, GP Gupta, SP Sahu - Cluster Computing, 2024 - Springer
To enhance the universal adaptability of the Real-Time deployment of Industry 5.0, various
machine learning-based cyber threat detection models are given in the literature. Most of the …

[HTML][HTML] A Network Intrusion Detection Method Based on Bagging Ensemble

Z Zhang, S Kong, T Xiao, A Yang - Symmetry, 2024 - mdpi.com
The problems of asymmetry in information features and redundant features in datasets, and
the asymmetry of network traffic distribution in the field of network intrusion detection, have …

Connecting the dots between stance and fake news detection with blockchain, proof of reputation, and the Hoeffding bound

I Salah, K Jouini, CA Pachon, O Korbaa - Cluster Computing, 2024 - Springer
Combating fake news is a crucial endeavor, yet the complexity of the task requires
multifaceted approaches that transcend singular technological solutions. Traditional fact …

Optimizing Feature Selection in Intrusion Detection Using Fisher Score Algorithm: An Analytical Study

G Rathod, V Sabnis, JK Jain - 2024 - researchsquare.com
Traditional intrusion detection methods often fail to meet the unique security requirements of
IoT applications, raising serious security concerns due to the rapid expansion of the Internet …

Connecting the Dots Between Stance and Fake News Detection with Blockchain, Proof of Reputation, and the Hoeffding Bound

K Jouini, CA Pachon, O Korbaa - 2024 - researchsquare.com
Combating fake news is a crucial endeavor, yet the complexity of the task requires
multifaceted approaches that transcend singular technological solutions. Traditional fact …