[PDF][PDF] Intrusion Detection Using Ensemble Wrapper Filter Based Feature Selection with Stacking Model.

D Karthikeyan, V Mohan Raj… - … Automation & Soft …, 2023 - cdn.techscience.cn
The number of attacks is growing tremendously in tandem with the growth of internet
technologies. As a result, protecting the private data from prying eyes has become a critical …

Artificial intelligence for classification and regression tree based feature selection method for network intrusion detection system in various telecommunication …

N Kumar, U Kumar - Computational Intelligence, 2022 - Wiley Online Library
Now a days, secure data communication over computer network system is a major issue in
which impact of feature reduction plays a vital role to secure network by early detection of …

Increasing feature selection accuracy through recursive method in intrusion detection system

AJ Silaban, S Mandala… - … Journal on Information …, 2018 - socj.telkomuniversity.ac.id
Artificial intelligence semi supervised-based network intrusion detection system detects and
identifies various types of attacks on network data using several steps, such as: data …

An enhanced intrusion detection system using combinational feature ranking and machine learning algorithms

SK Jha, A Arora - 2022 2nd International Conference on …, 2022 - ieeexplore.ieee.org
In this modern era, where technology is booming, its dark side is also increasing constantly.
Hence, now-a-days, it has become a necessity to develop systems capable of identifying …

[PDF][PDF] Improving Detection Rate of the Network Intrusion Detection System Based on Wrapper Feature Selection Approach

RF Najeeb, BN Dhannoon - Iraqi Journal of science, 2018 - iasj.net
Regarding the security of computer systems, the intrusion detection systems (IDSs) are
essential components for the detection of attacks at the early stage. They monitor and …

Building lightweight intrusion detection system using wrapper-based feature selection mechanisms

Y Li, JL Wang, ZH Tian, TB Lu, C Young - Computers & security, 2009 - Elsevier
Intrusion Detection System (IDS) is an important and necessary component in ensuring
network security and protecting network resources and network infrastructures. How to build …

Machine learning based framework for network intrusion detection system using stacking ensemble technique

A Parashar, KS Saggu, A Garg - 2022 - nopr.niscpr.res.in
Cybersecurity issues are increasing day by day, and it is becoming essential to address
them aggressively. An efficient IDS system should be placed to identify abnormal behaviour …

[PDF][PDF] Hybridized Wrapper Filter Using Deep Neural Network for Intrusion Detection.

N Venkateswaran, K Umadevi - Computer Systems Science & …, 2022 - cdn.techscience.cn
Huge data over the cloud computing and big data are processed over the network. The data
may be stored, send, altered and communicated over the network between the source and …

Cyber intrusion detection by combined feature selection algorithm

S Mohammadi, H Mirvaziri… - Journal of information …, 2019 - Elsevier
Due to the widespread diffusion of network connectivity, the demand for network security
and protection against cyber-attacks is ever increasing. Intrusion detection systems (IDS) …

CFS-MHA: A Two-Stage Network Intrusion Detection Framework

R Kaur, N Gupta - International Journal of Information Security and …, 2022 - igi-global.com
With the increasing modernism in our society, networked computers are playing a pivotal
role in dispersion of knowledge, and the protection of critical data in information systems has …