Artificial intelligence based ensemble approach for intrusion detection systems

H Zhao, M Li, H Zhao - Journal of Visual Communication and Image …, 2020 - Elsevier
Internet attacks pose a severe threat to most of the online resources and are a prime
concern of security administrators these days. In spite of many efforts, the security …

[PDF][PDF] An ensemble classification approach for intrusion detection

AM Riyad, MSI Ahmed - International Journal of Computer …, 2013 - researchgate.net
Increased cyber attacks in various forms compel everyone to implement effective intrusion
detection systems for protecting their information wealth. From last two decades, there has …

[PDF][PDF] Ensemble learning approach for the enhancement of performance of intrusion detection system

MD Abdulrahaman, JK Alhassan - International Conference on …, 2018 - researchgate.net
Communication Technology (ICT) infrastructures, application and services, both corporate
and individuals including government now depend on cyber space for almost every dayto …

Implementation of intrusion detection system using various machine learning approaches with ensemble learning

PV Pandit, S Bhushan, PV Waje - … International Conference on …, 2023 - ieeexplore.ieee.org
recent years have seen an increase in advanced threat attacks, yet feature filtering-based
network intrusion detection systems have a number of shortcomings that make it challenging …

A novel ensemble learning-based model for network intrusion detection

N Thockchom, MM Singh, U Nandi - Complex & Intelligent Systems, 2023 - Springer
The growth of Internet and the services provided by it has been growing exponentially in the
past few decades. With such growth, there is also an ever-increasing threat to the security of …

A two-stage stacked ensemble intrusion detection system using five base classifiers and MLP with optimal feature selection

E Mushtaq, A Zameer, A Khan - Microprocessors and Microsystems, 2022 - Elsevier
The proliferation of internet-connected services has led to significant growth of cyber-attacks
often with devastating and grievous consequences. Malware is the key choice of weapon to …

Modified aquila optimizer feature selection approach and support vector machine classifier for intrusion detection system

L Abualigah, SH Ahmed, MH Almomani… - Multimedia Tools and …, 2024 - Springer
With the ever-expanding ubiquity of the Internet, wireless networks have permeated every
facet of modern life, escalating concerns surrounding network security for users …

Security enrichment in intrusion detection system using classifier ensemble

UR Salunkhe, SN Mali - Journal of Electrical and Computer …, 2017 - Wiley Online Library
In the era of Internet and with increasing number of people as its end users, a large number
of attack categories are introduced daily. Hence, effective detection of various attacks with …

An improved ensemble approach for effective intrusion detection

G Kumar - The Journal of Supercomputing, 2020 - Springer
Nowadays, one critical challenge of cybersecurity administrators is the protection of online
resources from network intrusions. Despite several academic and industry research …

[PDF][PDF] A Stacked Ensemble Intrusion Detection Approach for the Protection of Information System

OO Olasehinde - Int. J. Inf. Secur. Res, 2020 - academia.edu
Cyber attackers daily works round the clock to compromise the availability, confidentiality
and integrity of information system, protection of information system has been a great …