Matches in SemOpenAlex for { <https://semopenalex.org/work/W4381569682> ?p ?o ?g. }
Showing items 1 to 61 of
61
with 100 items per page.
- W4381569682 endingPage "2480" @default.
- W4381569682 startingPage "2466" @default.
- W4381569682 abstract "The Internet of Things (IoT) is a network of devices used for interconnection and data transfer. There is a dramatic increase in IoT attacks due to the lack of security mechanisms. The security mechanisms can be enhanced through the analysis and classification of these attacks. The multi-class classification of IoT botnet attacks (IBA) applied here uses a high-dimensional data set. The high-dimensional data set is a challenge in the classification process due to the requirements of a high number of computational resources. Dimensionality reduction (DR) discards irrelevant information while retaining the imperative bits from this high-dimensional data set. The DR technique proposed here is a classifier-based feature selection using an extra tree classifier (EXT). The entropy values of features are used for the construction of trees in EXT, which is to build a lower-dimensional space. Linear discriminant analysis (LDA), K-nearest neighbor classifier (KNN), decision tree classifier (DTC), and random forest classifier (RFC) empirically evaluate the proposed feature selection mechanism. EXT is compared with other DR techniques like RFC and principal component analysis (PCA). The performance metrics of the classifiers are used to evaluate the proposed work." @default.
- W4381569682 created "2023-06-22" @default.
- W4381569682 creator A5002864472 @default.
- W4381569682 creator A5048221851 @default.
- W4381569682 date "2023-05-30" @default.
- W4381569682 modified "2023-09-27" @default.
- W4381569682 title "Entropy-Based Feature Selection using Extra Tree Classifier for IoT Security" @default.
- W4381569682 doi "https://doi.org/10.24996/ijs.2023.64.5.31" @default.
- W4381569682 hasPublicationYear "2023" @default.
- W4381569682 type Work @default.
- W4381569682 citedByCount "0" @default.
- W4381569682 crossrefType "journal-article" @default.
- W4381569682 hasAuthorship W4381569682A5002864472 @default.
- W4381569682 hasAuthorship W4381569682A5048221851 @default.
- W4381569682 hasBestOaLocation W43815696821 @default.
- W4381569682 hasConcept C106301342 @default.
- W4381569682 hasConcept C119857082 @default.
- W4381569682 hasConcept C121332964 @default.
- W4381569682 hasConcept C124101348 @default.
- W4381569682 hasConcept C148483581 @default.
- W4381569682 hasConcept C153180895 @default.
- W4381569682 hasConcept C154945302 @default.
- W4381569682 hasConcept C169258074 @default.
- W4381569682 hasConcept C41008148 @default.
- W4381569682 hasConcept C62520636 @default.
- W4381569682 hasConcept C69738355 @default.
- W4381569682 hasConcept C70518039 @default.
- W4381569682 hasConcept C84525736 @default.
- W4381569682 hasConcept C95623464 @default.
- W4381569682 hasConceptScore W4381569682C106301342 @default.
- W4381569682 hasConceptScore W4381569682C119857082 @default.
- W4381569682 hasConceptScore W4381569682C121332964 @default.
- W4381569682 hasConceptScore W4381569682C124101348 @default.
- W4381569682 hasConceptScore W4381569682C148483581 @default.
- W4381569682 hasConceptScore W4381569682C153180895 @default.
- W4381569682 hasConceptScore W4381569682C154945302 @default.
- W4381569682 hasConceptScore W4381569682C169258074 @default.
- W4381569682 hasConceptScore W4381569682C41008148 @default.
- W4381569682 hasConceptScore W4381569682C62520636 @default.
- W4381569682 hasConceptScore W4381569682C69738355 @default.
- W4381569682 hasConceptScore W4381569682C70518039 @default.
- W4381569682 hasConceptScore W4381569682C84525736 @default.
- W4381569682 hasConceptScore W4381569682C95623464 @default.
- W4381569682 hasLocation W43815696821 @default.
- W4381569682 hasOpenAccess W4381569682 @default.
- W4381569682 hasPrimaryLocation W43815696821 @default.
- W4381569682 hasRelatedWork W2053982601 @default.
- W4381569682 hasRelatedWork W2339674921 @default.
- W4381569682 hasRelatedWork W3011249019 @default.
- W4381569682 hasRelatedWork W3090254334 @default.
- W4381569682 hasRelatedWork W3165907317 @default.
- W4381569682 hasRelatedWork W3200844775 @default.
- W4381569682 hasRelatedWork W3201348321 @default.
- W4381569682 hasRelatedWork W4225360065 @default.
- W4381569682 hasRelatedWork W4249229055 @default.
- W4381569682 hasRelatedWork W4293525103 @default.
- W4381569682 isParatext "false" @default.
- W4381569682 isRetracted "false" @default.
- W4381569682 workType "article" @default.