Matches in SemOpenAlex for { <https://semopenalex.org/work/W3011551737> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W3011551737 abstract "Internet traffic classification is an increasingly important task for enhancing security, quality of service and management. However, there are challenges to accurate classification, tool selection/configuration and leveraging available information. This paper presents the study and design of neural network structures for the classification of Internet packet and flow traffic. The usually challenging task of determining an effective architecture for artificial neural networks is exacerbated in this case by the fact that traditionally relied upon techniques such as principal component analysis show reduced effectiveness. Presented here are the techniques and experimentation for preprocessing datasets and selecting input traffic features for the multi-layer perceptron architecture. The neural network architecture is also determined via experimentation. We show that this methodology can achieve aggregate traffic classification accuracy above 99% and individual protocol and flow recognition above 98%. Significantly, these recognition rates are for contemporary traffic types tested on several recently constructed datasets. We also compare the results for manual feature selection against principal component analysis." @default.
- W3011551737 created "2020-03-23" @default.
- W3011551737 creator A5031417073 @default.
- W3011551737 creator A5036340138 @default.
- W3011551737 date "2019-04-01" @default.
- W3011551737 modified "2023-09-25" @default.
- W3011551737 title "Fast Internet Packet and Flow Classification Based on Artificial Neural Networks" @default.
- W3011551737 doi "https://doi.org/10.1109/southeastcon42311.2019.9020577" @default.
- W3011551737 hasPublicationYear "2019" @default.
- W3011551737 type Work @default.
- W3011551737 sameAs 3011551737 @default.
- W3011551737 citedByCount "4" @default.
- W3011551737 countsByYear W30115517372019 @default.
- W3011551737 countsByYear W30115517372020 @default.
- W3011551737 countsByYear W30115517372021 @default.
- W3011551737 crossrefType "proceedings-article" @default.
- W3011551737 hasAuthorship W3011551737A5031417073 @default.
- W3011551737 hasAuthorship W3011551737A5036340138 @default.
- W3011551737 hasConcept C110875604 @default.
- W3011551737 hasConcept C119857082 @default.
- W3011551737 hasConcept C124101348 @default.
- W3011551737 hasConcept C127413603 @default.
- W3011551737 hasConcept C136764020 @default.
- W3011551737 hasConcept C148483581 @default.
- W3011551737 hasConcept C154945302 @default.
- W3011551737 hasConcept C158379750 @default.
- W3011551737 hasConcept C169988225 @default.
- W3011551737 hasConcept C201995342 @default.
- W3011551737 hasConcept C27438332 @default.
- W3011551737 hasConcept C2780451532 @default.
- W3011551737 hasConcept C31258907 @default.
- W3011551737 hasConcept C34736171 @default.
- W3011551737 hasConcept C41008148 @default.
- W3011551737 hasConcept C50644808 @default.
- W3011551737 hasConcept C5119721 @default.
- W3011551737 hasConcept C52622490 @default.
- W3011551737 hasConcept C60908668 @default.
- W3011551737 hasConcept C63969886 @default.
- W3011551737 hasConceptScore W3011551737C110875604 @default.
- W3011551737 hasConceptScore W3011551737C119857082 @default.
- W3011551737 hasConceptScore W3011551737C124101348 @default.
- W3011551737 hasConceptScore W3011551737C127413603 @default.
- W3011551737 hasConceptScore W3011551737C136764020 @default.
- W3011551737 hasConceptScore W3011551737C148483581 @default.
- W3011551737 hasConceptScore W3011551737C154945302 @default.
- W3011551737 hasConceptScore W3011551737C158379750 @default.
- W3011551737 hasConceptScore W3011551737C169988225 @default.
- W3011551737 hasConceptScore W3011551737C201995342 @default.
- W3011551737 hasConceptScore W3011551737C27438332 @default.
- W3011551737 hasConceptScore W3011551737C2780451532 @default.
- W3011551737 hasConceptScore W3011551737C31258907 @default.
- W3011551737 hasConceptScore W3011551737C34736171 @default.
- W3011551737 hasConceptScore W3011551737C41008148 @default.
- W3011551737 hasConceptScore W3011551737C50644808 @default.
- W3011551737 hasConceptScore W3011551737C5119721 @default.
- W3011551737 hasConceptScore W3011551737C52622490 @default.
- W3011551737 hasConceptScore W3011551737C60908668 @default.
- W3011551737 hasConceptScore W3011551737C63969886 @default.
- W3011551737 hasLocation W30115517371 @default.
- W3011551737 hasOpenAccess W3011551737 @default.
- W3011551737 hasPrimaryLocation W30115517371 @default.
- W3011551737 hasRelatedWork W143570683 @default.
- W3011551737 hasRelatedWork W1525582549 @default.
- W3011551737 hasRelatedWork W190314349 @default.
- W3011551737 hasRelatedWork W1937041707 @default.
- W3011551737 hasRelatedWork W2167191594 @default.
- W3011551737 hasRelatedWork W2288304434 @default.
- W3011551737 hasRelatedWork W2770637343 @default.
- W3011551737 hasRelatedWork W2792806930 @default.
- W3011551737 hasRelatedWork W2898652502 @default.
- W3011551737 hasRelatedWork W2914441247 @default.
- W3011551737 hasRelatedWork W2921165530 @default.
- W3011551737 hasRelatedWork W2925207381 @default.
- W3011551737 hasRelatedWork W2952643393 @default.
- W3011551737 hasRelatedWork W3080795476 @default.
- W3011551737 hasRelatedWork W3116835439 @default.
- W3011551737 hasRelatedWork W3118513496 @default.
- W3011551737 hasRelatedWork W3167091510 @default.
- W3011551737 hasRelatedWork W3177498975 @default.
- W3011551737 hasRelatedWork W3189612867 @default.
- W3011551737 hasRelatedWork W3191238203 @default.
- W3011551737 isParatext "false" @default.
- W3011551737 isRetracted "false" @default.
- W3011551737 magId "3011551737" @default.
- W3011551737 workType "article" @default.