Matches in SemOpenAlex for { <https://semopenalex.org/work/W2003161733> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W2003161733 abstract "In recent years, as the usage of internet increases, new type of attacks on network information is also increasing continuously. Intrusion Detection System (IDS) is an important component that provides security to the network information by identifying various kinds of attacks occurring in the networks. Currently, there are many researches who are working in this area and they focus on developing effective IDS using machine learning techniques. However, there is a need for better systems with improved detection accuracy and reduced false alarm rate. In this paper, we propose an Intelligent IDS using fuzzy rough set based C4.5 classification algorithm to improve the detection accuracy. This system has been compared with Support Vector Machines for illustrating the improvement with respect to the detection accuracy. The inputs to these classifiers were preprocessed using a fuzzy rough set based outlier detection algorithm. In this work, we used the KDD'99 Cup dataset for carrying out the simulation of the experiments. The experimental results obtained in this work show that the proposed model reduces the false alarm rate and improves overall detection accuracy." @default.
- W2003161733 created "2016-06-24" @default.
- W2003161733 creator A5017525339 @default.
- W2003161733 creator A5021903676 @default.
- W2003161733 creator A5066618434 @default.
- W2003161733 date "2012-08-03" @default.
- W2003161733 modified "2023-10-16" @default.
- W2003161733 title "Intelligent intrusion detection system using fuzzy rough set based C4.5 algorithm" @default.
- W2003161733 cites W1586410151 @default.
- W2003161733 cites W2015487637 @default.
- W2003161733 cites W2017380649 @default.
- W2003161733 cites W2033735274 @default.
- W2003161733 cites W2036135215 @default.
- W2003161733 cites W2050829396 @default.
- W2003161733 cites W2082173396 @default.
- W2003161733 cites W2096393821 @default.
- W2003161733 cites W2140413822 @default.
- W2003161733 cites W2149706766 @default.
- W2003161733 cites W2154474172 @default.
- W2003161733 cites W2162364423 @default.
- W2003161733 cites W2168537785 @default.
- W2003161733 cites W4255833381 @default.
- W2003161733 doi "https://doi.org/10.1145/2345396.2345493" @default.
- W2003161733 hasPublicationYear "2012" @default.
- W2003161733 type Work @default.
- W2003161733 sameAs 2003161733 @default.
- W2003161733 citedByCount "6" @default.
- W2003161733 countsByYear W20031617332014 @default.
- W2003161733 countsByYear W20031617332018 @default.
- W2003161733 countsByYear W20031617332019 @default.
- W2003161733 countsByYear W20031617332020 @default.
- W2003161733 countsByYear W20031617332021 @default.
- W2003161733 countsByYear W20031617332022 @default.
- W2003161733 crossrefType "proceedings-article" @default.
- W2003161733 hasAuthorship W2003161733A5017525339 @default.
- W2003161733 hasAuthorship W2003161733A5021903676 @default.
- W2003161733 hasAuthorship W2003161733A5066618434 @default.
- W2003161733 hasConcept C111012933 @default.
- W2003161733 hasConcept C111919701 @default.
- W2003161733 hasConcept C11413529 @default.
- W2003161733 hasConcept C119857082 @default.
- W2003161733 hasConcept C120665830 @default.
- W2003161733 hasConcept C121332964 @default.
- W2003161733 hasConcept C12267149 @default.
- W2003161733 hasConcept C124101348 @default.
- W2003161733 hasConcept C137524506 @default.
- W2003161733 hasConcept C154945302 @default.
- W2003161733 hasConcept C182590292 @default.
- W2003161733 hasConcept C192209626 @default.
- W2003161733 hasConcept C35525427 @default.
- W2003161733 hasConcept C41008148 @default.
- W2003161733 hasConcept C58166 @default.
- W2003161733 hasConcept C739882 @default.
- W2003161733 hasConcept C77052588 @default.
- W2003161733 hasConceptScore W2003161733C111012933 @default.
- W2003161733 hasConceptScore W2003161733C111919701 @default.
- W2003161733 hasConceptScore W2003161733C11413529 @default.
- W2003161733 hasConceptScore W2003161733C119857082 @default.
- W2003161733 hasConceptScore W2003161733C120665830 @default.
- W2003161733 hasConceptScore W2003161733C121332964 @default.
- W2003161733 hasConceptScore W2003161733C12267149 @default.
- W2003161733 hasConceptScore W2003161733C124101348 @default.
- W2003161733 hasConceptScore W2003161733C137524506 @default.
- W2003161733 hasConceptScore W2003161733C154945302 @default.
- W2003161733 hasConceptScore W2003161733C182590292 @default.
- W2003161733 hasConceptScore W2003161733C192209626 @default.
- W2003161733 hasConceptScore W2003161733C35525427 @default.
- W2003161733 hasConceptScore W2003161733C41008148 @default.
- W2003161733 hasConceptScore W2003161733C58166 @default.
- W2003161733 hasConceptScore W2003161733C739882 @default.
- W2003161733 hasConceptScore W2003161733C77052588 @default.
- W2003161733 hasLocation W20031617331 @default.
- W2003161733 hasOpenAccess W2003161733 @default.
- W2003161733 hasPrimaryLocation W20031617331 @default.
- W2003161733 hasRelatedWork W2032568277 @default.
- W2003161733 hasRelatedWork W2078868204 @default.
- W2003161733 hasRelatedWork W2130044479 @default.
- W2003161733 hasRelatedWork W2166715167 @default.
- W2003161733 hasRelatedWork W2363068348 @default.
- W2003161733 hasRelatedWork W2365899926 @default.
- W2003161733 hasRelatedWork W2556260415 @default.
- W2003161733 hasRelatedWork W2982280075 @default.
- W2003161733 hasRelatedWork W2988433590 @default.
- W2003161733 hasRelatedWork W4243523566 @default.
- W2003161733 isParatext "false" @default.
- W2003161733 isRetracted "false" @default.
- W2003161733 magId "2003161733" @default.
- W2003161733 workType "article" @default.