Matches in SemOpenAlex for { <https://semopenalex.org/work/W2400678587> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W2400678587 endingPage "181" @default.
- W2400678587 startingPage "175" @default.
- W2400678587 abstract "As the number of threats to the computer network and network-based applications is increasing, there is a need for a robust intrusion detection system that can ensure security against threats. To detect and defend against a specific attack, the pattern of the attack should be known a priori. Classification of attacks is a useful way to identify the unique patterns of different type of attack. As a result, KDDCup99, NSLKDD and GureKDD datasets are used in this experiment to improve the learning process and study different attack patterns thoroughly. This paper proposed a multi-class Support Vector Machine classifier(MSVM), using one versus all method, to identify one attack uniquely, which in turn helps to defend against the known as well as unknown attacks. Experimentally, the proposed scheme provides better detection accuracy, fewer false positives, and lesser training and generalization error in comparison to the existing approach." @default.
- W2400678587 created "2016-06-24" @default.
- W2400678587 creator A5010597928 @default.
- W2400678587 creator A5039458208 @default.
- W2400678587 date "2015-12-25" @default.
- W2400678587 modified "2023-10-14" @default.
- W2400678587 title "A Multiclass SVM Classification Approach for Intrusion Detection" @default.
- W2400678587 cites W1529449109 @default.
- W2400678587 cites W2098368939 @default.
- W2400678587 cites W2099940443 @default.
- W2400678587 cites W2102731100 @default.
- W2400678587 cites W2116444583 @default.
- W2400678587 cites W2155374231 @default.
- W2400678587 cites W2161807639 @default.
- W2400678587 cites W2172000360 @default.
- W2400678587 doi "https://doi.org/10.1007/978-3-319-28034-9_23" @default.
- W2400678587 hasPublicationYear "2015" @default.
- W2400678587 type Work @default.
- W2400678587 sameAs 2400678587 @default.
- W2400678587 citedByCount "11" @default.
- W2400678587 countsByYear W24006785872017 @default.
- W2400678587 countsByYear W24006785872019 @default.
- W2400678587 countsByYear W24006785872020 @default.
- W2400678587 countsByYear W24006785872021 @default.
- W2400678587 countsByYear W24006785872022 @default.
- W2400678587 crossrefType "book-chapter" @default.
- W2400678587 hasAuthorship W2400678587A5010597928 @default.
- W2400678587 hasAuthorship W2400678587A5039458208 @default.
- W2400678587 hasConcept C111472728 @default.
- W2400678587 hasConcept C112789634 @default.
- W2400678587 hasConcept C119857082 @default.
- W2400678587 hasConcept C12267149 @default.
- W2400678587 hasConcept C123860398 @default.
- W2400678587 hasConcept C124101348 @default.
- W2400678587 hasConcept C134306372 @default.
- W2400678587 hasConcept C137524506 @default.
- W2400678587 hasConcept C138885662 @default.
- W2400678587 hasConcept C153180895 @default.
- W2400678587 hasConcept C154945302 @default.
- W2400678587 hasConcept C177148314 @default.
- W2400678587 hasConcept C2776973144 @default.
- W2400678587 hasConcept C33923547 @default.
- W2400678587 hasConcept C35525427 @default.
- W2400678587 hasConcept C41008148 @default.
- W2400678587 hasConcept C64869954 @default.
- W2400678587 hasConcept C75553542 @default.
- W2400678587 hasConcept C95623464 @default.
- W2400678587 hasConceptScore W2400678587C111472728 @default.
- W2400678587 hasConceptScore W2400678587C112789634 @default.
- W2400678587 hasConceptScore W2400678587C119857082 @default.
- W2400678587 hasConceptScore W2400678587C12267149 @default.
- W2400678587 hasConceptScore W2400678587C123860398 @default.
- W2400678587 hasConceptScore W2400678587C124101348 @default.
- W2400678587 hasConceptScore W2400678587C134306372 @default.
- W2400678587 hasConceptScore W2400678587C137524506 @default.
- W2400678587 hasConceptScore W2400678587C138885662 @default.
- W2400678587 hasConceptScore W2400678587C153180895 @default.
- W2400678587 hasConceptScore W2400678587C154945302 @default.
- W2400678587 hasConceptScore W2400678587C177148314 @default.
- W2400678587 hasConceptScore W2400678587C2776973144 @default.
- W2400678587 hasConceptScore W2400678587C33923547 @default.
- W2400678587 hasConceptScore W2400678587C35525427 @default.
- W2400678587 hasConceptScore W2400678587C41008148 @default.
- W2400678587 hasConceptScore W2400678587C64869954 @default.
- W2400678587 hasConceptScore W2400678587C75553542 @default.
- W2400678587 hasConceptScore W2400678587C95623464 @default.
- W2400678587 hasLocation W24006785871 @default.
- W2400678587 hasOpenAccess W2400678587 @default.
- W2400678587 hasPrimaryLocation W24006785871 @default.
- W2400678587 hasRelatedWork W1557094818 @default.
- W2400678587 hasRelatedWork W1973412793 @default.
- W2400678587 hasRelatedWork W2099261052 @default.
- W2400678587 hasRelatedWork W2183246718 @default.
- W2400678587 hasRelatedWork W2778733085 @default.
- W2400678587 hasRelatedWork W2951146195 @default.
- W2400678587 hasRelatedWork W3123215897 @default.
- W2400678587 hasRelatedWork W4226316650 @default.
- W2400678587 hasRelatedWork W4292605373 @default.
- W2400678587 hasRelatedWork W2729268411 @default.
- W2400678587 isParatext "false" @default.
- W2400678587 isRetracted "false" @default.
- W2400678587 magId "2400678587" @default.
- W2400678587 workType "book-chapter" @default.