Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308422437> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W4308422437 endingPage "108455" @default.
- W4308422437 startingPage "108455" @default.
- W4308422437 abstract "A network intrusion detection system is an essential part of network security research. It detects intrusion behaviors through active defense technology and takes emergency measures such as alerting and terminating intrusions. To this end, with the rapid development of learning technology, various machine-learning-based and deep-learning-based approaches have been developed, but there is a limitation in the detection accuracy. We believe that dealing with network traffic as if they are vibrations, waves, or sounds would allow us to detect intruders better. In this work, we envisioned a novel Network Intrusion Detection System called “the sound of intrusion”. The proposed system transforms the traffic flow features into waves and utilizes advanced audio/speech recognition deep-learning-based techniques to detect intruders. We used several deep-learning-based techniques including long short-term memory, deep belief networks, and convolutional neural networks. The proposed approach has been validated using two well-known and recent benchmark datasets namely NSLKDD and CIC-IDS2017. It achieves the highest detection accuracy, 84.82%, and 99.41%, with the lowest false alarm rate of 0.12% and 0.004% on two common network intrusion detection systems datasets, namely NSL-KDD and CICIDS2017, respectively. It demonstrates improvements over existing approaches, and shows a strong potential for use as a modern Network Intrusion Detection System." @default.
- W4308422437 created "2022-11-11" @default.
- W4308422437 creator A5000583657 @default.
- W4308422437 creator A5001998968 @default.
- W4308422437 creator A5082926585 @default.
- W4308422437 date "2022-12-01" @default.
- W4308422437 modified "2023-10-01" @default.
- W4308422437 title "The sound of intrusion: A novel network intrusion detection system" @default.
- W4308422437 cites W2031163547 @default.
- W4308422437 cites W2783741806 @default.
- W4308422437 cites W2886020981 @default.
- W4308422437 cites W2891214000 @default.
- W4308422437 cites W2892336822 @default.
- W4308422437 cites W2896412072 @default.
- W4308422437 cites W2925211503 @default.
- W4308422437 cites W2926701059 @default.
- W4308422437 cites W2930411433 @default.
- W4308422437 cites W2939087234 @default.
- W4308422437 cites W3005630930 @default.
- W4308422437 cites W3119693685 @default.
- W4308422437 cites W3129632563 @default.
- W4308422437 cites W4220953822 @default.
- W4308422437 doi "https://doi.org/10.1016/j.compeleceng.2022.108455" @default.
- W4308422437 hasPublicationYear "2022" @default.
- W4308422437 type Work @default.
- W4308422437 citedByCount "4" @default.
- W4308422437 countsByYear W43084224372023 @default.
- W4308422437 crossrefType "journal-article" @default.
- W4308422437 hasAuthorship W4308422437A5000583657 @default.
- W4308422437 hasAuthorship W4308422437A5001998968 @default.
- W4308422437 hasAuthorship W4308422437A5082926585 @default.
- W4308422437 hasConcept C108583219 @default.
- W4308422437 hasConcept C119857082 @default.
- W4308422437 hasConcept C124101348 @default.
- W4308422437 hasConcept C13280743 @default.
- W4308422437 hasConcept C154945302 @default.
- W4308422437 hasConcept C182590292 @default.
- W4308422437 hasConcept C185798385 @default.
- W4308422437 hasConcept C205649164 @default.
- W4308422437 hasConcept C35525427 @default.
- W4308422437 hasConcept C38652104 @default.
- W4308422437 hasConcept C41008148 @default.
- W4308422437 hasConcept C77052588 @default.
- W4308422437 hasConcept C81363708 @default.
- W4308422437 hasConceptScore W4308422437C108583219 @default.
- W4308422437 hasConceptScore W4308422437C119857082 @default.
- W4308422437 hasConceptScore W4308422437C124101348 @default.
- W4308422437 hasConceptScore W4308422437C13280743 @default.
- W4308422437 hasConceptScore W4308422437C154945302 @default.
- W4308422437 hasConceptScore W4308422437C182590292 @default.
- W4308422437 hasConceptScore W4308422437C185798385 @default.
- W4308422437 hasConceptScore W4308422437C205649164 @default.
- W4308422437 hasConceptScore W4308422437C35525427 @default.
- W4308422437 hasConceptScore W4308422437C38652104 @default.
- W4308422437 hasConceptScore W4308422437C41008148 @default.
- W4308422437 hasConceptScore W4308422437C77052588 @default.
- W4308422437 hasConceptScore W4308422437C81363708 @default.
- W4308422437 hasLocation W43084224371 @default.
- W4308422437 hasOpenAccess W4308422437 @default.
- W4308422437 hasPrimaryLocation W43084224371 @default.
- W4308422437 hasRelatedWork W2021308105 @default.
- W4308422437 hasRelatedWork W2244521758 @default.
- W4308422437 hasRelatedWork W2348846906 @default.
- W4308422437 hasRelatedWork W2731899572 @default.
- W4308422437 hasRelatedWork W2992371152 @default.
- W4308422437 hasRelatedWork W3165696043 @default.
- W4308422437 hasRelatedWork W3194111370 @default.
- W4308422437 hasRelatedWork W4312417841 @default.
- W4308422437 hasRelatedWork W4321369474 @default.
- W4308422437 hasRelatedWork W2167133388 @default.
- W4308422437 hasVolume "104" @default.
- W4308422437 isParatext "false" @default.
- W4308422437 isRetracted "false" @default.
- W4308422437 workType "article" @default.