An Approach for Optimizing Ensemble Intrusion Detection Systems

An Approach for Optimizing Ensemble Intrusion Detection Systems

Intrusion Detection System is yet an interesting research topic. With a very large amount of traffic in real-time networks, feature selection techniques that are effectively able to find important and relevant features are required. Hence, the most important and relevant set of features is the key t...

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Bibliographic Details
Main Authors: Deris Stiawan, Ahmad Heryanto, Ali Bardadi, Dian Palupi Rini, Imam Much Ibnu Subroto, Kurniabudi, Mohd Yazid Bin Idris, Abdul Hanan Abdullah, Bedine Kerim, Rahmat Budiarto
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Intrusion detection system (IDS)
feature selection
feature classifier
hold-out
K-fold
F-measure
Online Access:https://ieeexplore.ieee.org/document/9303385/

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