Matches in SemOpenAlex for { <https://semopenalex.org/work/W2967545389> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2967545389 endingPage "113093" @default.
- W2967545389 startingPage "113081" @default.
- W2967545389 abstract "Intrusion detection is a relevant layer of cybersecurity to prevent hacking and illegal activities from happening on the assets of corporations. Anomaly-based Intrusion Detection Systems perform an unsupervised analysis on data collected from the network and end systems, in order to identify singular events. While this approach may produce many false alarms, it is also capable of identifying new (zero-day) security threats. In this context, the use of multivariate approaches such as Principal Component Analysis (PCA) provided promising results in the past. PCA can be used in exploratory mode or in learning mode. Here, we propose an exploratory intrusion detection that replaces PCA with Group-wise PCA (GPCA), a recently proposed data analysis technique with additional exploratory characteristics. A main advantage of GPCA over PCA is that the former yields simple models, easy to understand by security professionals not trained in multivariate tools. Besides, the workflow in the intrusion detection with GPCA is more coherent with dominant strategies in intrusion detection. We illustrate the application of GPCA in two case studies." @default.
- W2967545389 created "2019-08-22" @default.
- W2967545389 creator A5005706756 @default.
- W2967545389 creator A5022501133 @default.
- W2967545389 creator A5045576162 @default.
- W2967545389 creator A5070751422 @default.
- W2967545389 creator A5081681790 @default.
- W2967545389 date "2019-01-01" @default.
- W2967545389 modified "2023-10-18" @default.
- W2967545389 title "Group-Wise Principal Component Analysis for Exploratory Intrusion Detection" @default.
- W2967545389 cites W1523985187 @default.
- W2967545389 cites W1543569428 @default.
- W2967545389 cites W195815859 @default.
- W2967545389 cites W1975900269 @default.
- W2967545389 cites W1983559153 @default.
- W2967545389 cites W1999935041 @default.
- W2967545389 cites W2000858991 @default.
- W2967545389 cites W2041462872 @default.
- W2967545389 cites W2074059655 @default.
- W2967545389 cites W2085126727 @default.
- W2967545389 cites W2107146446 @default.
- W2967545389 cites W2108142795 @default.
- W2967545389 cites W2113600901 @default.
- W2967545389 cites W2142889610 @default.
- W2967545389 cites W2144936818 @default.
- W2967545389 cites W2171350675 @default.
- W2967545389 cites W2266096763 @default.
- W2967545389 cites W2290128307 @default.
- W2967545389 cites W2342408547 @default.
- W2967545389 cites W2462597051 @default.
- W2967545389 cites W2520012202 @default.
- W2967545389 cites W2547414809 @default.
- W2967545389 cites W2560458993 @default.
- W2967545389 cites W2560528144 @default.
- W2967545389 cites W2763783844 @default.
- W2967545389 cites W2770448239 @default.
- W2967545389 cites W2770942607 @default.
- W2967545389 cites W2772155884 @default.
- W2967545389 cites W2778235027 @default.
- W2967545389 cites W2790117078 @default.
- W2967545389 cites W2791047467 @default.
- W2967545389 cites W2805221961 @default.
- W2967545389 cites W2901492899 @default.
- W2967545389 cites W2909791909 @default.
- W2967545389 cites W3009746682 @default.
- W2967545389 cites W3161677312 @default.
- W2967545389 doi "https://doi.org/10.1109/access.2019.2935154" @default.
- W2967545389 hasPublicationYear "2019" @default.
- W2967545389 type Work @default.
- W2967545389 sameAs 2967545389 @default.
- W2967545389 citedByCount "12" @default.
- W2967545389 countsByYear W29675453892020 @default.
- W2967545389 countsByYear W29675453892021 @default.
- W2967545389 countsByYear W29675453892022 @default.
- W2967545389 countsByYear W29675453892023 @default.
- W2967545389 crossrefType "journal-article" @default.
- W2967545389 hasAuthorship W2967545389A5005706756 @default.
- W2967545389 hasAuthorship W2967545389A5022501133 @default.
- W2967545389 hasAuthorship W2967545389A5045576162 @default.
- W2967545389 hasAuthorship W2967545389A5070751422 @default.
- W2967545389 hasAuthorship W2967545389A5081681790 @default.
- W2967545389 hasBestOaLocation W29675453891 @default.
- W2967545389 hasConcept C121332964 @default.
- W2967545389 hasConcept C154945302 @default.
- W2967545389 hasConcept C168167062 @default.
- W2967545389 hasConcept C27438332 @default.
- W2967545389 hasConcept C35525427 @default.
- W2967545389 hasConcept C41008148 @default.
- W2967545389 hasConcept C97355855 @default.
- W2967545389 hasConceptScore W2967545389C121332964 @default.
- W2967545389 hasConceptScore W2967545389C154945302 @default.
- W2967545389 hasConceptScore W2967545389C168167062 @default.
- W2967545389 hasConceptScore W2967545389C27438332 @default.
- W2967545389 hasConceptScore W2967545389C35525427 @default.
- W2967545389 hasConceptScore W2967545389C41008148 @default.
- W2967545389 hasConceptScore W2967545389C97355855 @default.
- W2967545389 hasFunder F4320321837 @default.
- W2967545389 hasLocation W29675453891 @default.
- W2967545389 hasLocation W29675453892 @default.
- W2967545389 hasOpenAccess W2967545389 @default.
- W2967545389 hasPrimaryLocation W29675453891 @default.
- W2967545389 hasRelatedWork W2000940208 @default.
- W2967545389 hasRelatedWork W2347970476 @default.
- W2967545389 hasRelatedWork W2351252967 @default.
- W2967545389 hasRelatedWork W2371474181 @default.
- W2967545389 hasRelatedWork W2373866020 @default.
- W2967545389 hasRelatedWork W2374211671 @default.
- W2967545389 hasRelatedWork W2377933504 @default.
- W2967545389 hasRelatedWork W2379533788 @default.
- W2967545389 hasRelatedWork W2388271354 @default.
- W2967545389 hasRelatedWork W2799811901 @default.
- W2967545389 hasVolume "7" @default.
- W2967545389 isParatext "false" @default.
- W2967545389 isRetracted "false" @default.
- W2967545389 magId "2967545389" @default.
- W2967545389 workType "article" @default.