Hybrid Feature Selection Method for Intrusion Detection Systems Based on an Improved Intelligent Water Drop Algorithm

Hybrid Feature Selection Method for Intrusion Detection Systems Based on an Improved Intelligent Water Drop Algorithm

A critical task and a competitive research area is to secure networks against attacks. One of the most popular security solutions is Intrusion Detection Systems (IDS). Machine learning has been recently used by researchers to develop high performance IDS. One of the main challenges in developing int...

Full description

Bibliographic Details
Main Authors: Alhenawi Esra’a, Alazzam Hadeel, Al-Sayyed Rizik, AbuAlghanam Orieb, Adwan Omar
Format: Article
Language:English
Published: Sciendo 2022-11-01
Series:Cybernetics and Information Technologies
Subjects:
cybersecurity
decision tree
ensemble filter
feature selection
intelligent water drop
intrusion detection system
Online Access:https://doi.org/10.2478/cait-2022-0040

Internet

https://doi.org/10.2478/cait-2022-0040

Similar Items