Intrusion detection system combined enhanced random forest with SMOTE algorithm
Intrusion detection system combined enhanced random forest with SMOTE algorithm
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Publisher
Cham: Springer International Publishing
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Language
English
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Publisher
Cham: Springer International Publishing
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Contents
Network security is subject to malicious attacks from multiple sources, and intrusion detection systems play a key role in maintaining network security. During the training of intrusion detection models, the detection results generally have relatively large false detection rates due to the shortage of training data caused by data imbalance. To addr...
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Full title
Intrusion detection system combined enhanced random forest with SMOTE algorithm
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TN_cdi_doaj_primary_oai_doaj_org_article_35b13457f41b4dfe96bd51945f1d0de9
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_35b13457f41b4dfe96bd51945f1d0de9
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ISSN
1687-6180,1687-6172
E-ISSN
1687-6180
DOI
10.1186/s13634-022-00871-6
