Network intrusion detection through discriminative feature selection by using sparse logistic regression

RA Shah, Y Qian, D Kumar, M Ali, MB Alvi - Future Internet, 2017 - mdpi.com
Intrusion detection system (IDS) is a well-known and effective component of network security
that provides transactions upon the network systems with security and safety. Most of earlier …

An approach to the correlation of security events based on machine learning techniques

K Stroeh, ER Mauro Madeira… - Journal of Internet Services …, 2013 - Springer
Organizations face the ever growing challenge of providing security within their IT
infrastructures. Static approaches to security, such as perimetral defense, have proven less …

[HTML][HTML] On the designing of two grains levels network intrusion detection system

SO Al-mamory, FS Jassim - Karbala International Journal of Modern …, 2015 - Elsevier
Despite the rapid progress of the information technology, protecting computers and networks
remain a major problem for most authors. In this paper, two grains levels intrusion detection …

[PDF][PDF] Intrusion Detection with Multi-Connected Representation

A Khobzaoui, A Yousfate - International Journal of Computer Network …, 2016 - academia.edu
Recently, considerable attention has been given to data mining techniques to improve the
performance of intrusion detection systems (IDS). This has led to the application of various …

On Copulas-Based Classification Method for Intrusion Detection

A Khobzaoui, M Mesfioui, A Yousfate… - Computer Science and …, 2015 - Springer
The intent of this paper is to develop a nonparametric classification method using copulas to
estimate the conditional probability for an element to be a member of a connected class …

Design of a Network-Based Anomaly Detection System Using VFDT Algorithm

NA Hussein - 2014 - i-rep.emu.edu.tr
Despite the rapid progress in information technology, the problem of protecting computer
and network security remained a major challenge for most researchers, especially after the …

Contribution des techniques de datamining dans l'amélioration des systèmes de détection d'intrusion dans les réseaux informatiques

K ABDELKADER - 2017 - dspace.univ-sba.dz
Résumé (Français et/ou Anglais): L'utilisation continue des réseaux informatiques et du web
dans la société d'aujourd'hui a fait que les ressources de la majorité des systèmes …

[ЦИТАТА][C] Evaluating Very Fast Decision Tree (VFDT) Algorithm for Detecting Network Intrusion

KV Keerthi, K Vidhyavathi, M Swathi, K Suresh - International Journal, 2016