A comprehensive intrusion detection framework using boosting algorithms

•A new cyber security intrusion detection dataset (CCiDD) has been created by performing various scenarios with today's widely used attack methods and internet applications.•The most optimum features of the data sets have been selected with the extra tree algorithm in order to process the data...

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Bibliographic Details
Published in:	Computers & electrical engineering Vol. 100; p. 107869
Main Authors:	Kilincer, Ilhan Firat, Ertam, Fatih, Sengur, Abdulkadir
Format:	Journal Article
Language:	English
Published:	Amsterdam Elsevier Ltd 01.05.2022 Elsevier BV
Subjects:	Algorithms Boosting algorithms Classification Classifiers Cyber security Cybersecurity Datasets Extra tree algorithm IDS Intrusion detection systems Machine learning Optimization Parameters System effectiveness IDS Extra tree algorithm Cyber security Boosting algorithms Machine learning
ISSN:	0045-7906, 1879-0755
Online Access:	Get full text
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