Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285248859> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W4285248859 endingPage "171" @default.
- W4285248859 startingPage "167" @default.
- W4285248859 abstract "In this letter, we present a two-stage pipeline for robust network intrusion detection. First, we implement an extreme gradient boosting (XGBoost) model to perform supervised intrusion detection, and leverage the SHapley Additive exPlanation (SHAP) framework to devise explanations of our model. In the second stage, we use these explanations to train an auto-encoder to distinguish between previously seen and unseen attacks. Experiments conducted on the NSL-KDD dataset show that our solution is able to accurately detect new attacks encountered during testing, while its overall performance is comparable to numerous state-of-the-art works from the cybersecurity literature." @default.
- W4285248859 created "2022-07-14" @default.
- W4285248859 creator A5041092244 @default.
- W4285248859 creator A5050276225 @default.
- W4285248859 creator A5065420504 @default.
- W4285248859 date "2022-09-01" @default.
- W4285248859 modified "2023-10-14" @default.
- W4285248859 title "Robust Network Intrusion Detection Through Explainable Artificial Intelligence (XAI)" @default.
- W4285248859 cites W2099940443 @default.
- W4285248859 cites W2342408547 @default.
- W4285248859 cites W2399941526 @default.
- W4285248859 cites W2560162835 @default.
- W4285248859 cites W2783741806 @default.
- W4285248859 cites W2789828921 @default.
- W4285248859 cites W2803881474 @default.
- W4285248859 cites W2887597525 @default.
- W4285248859 cites W2894279555 @default.
- W4285248859 cites W2902900716 @default.
- W4285248859 cites W2963197901 @default.
- W4285248859 cites W2999615587 @default.
- W4285248859 cites W3006614673 @default.
- W4285248859 cites W3008195198 @default.
- W4285248859 cites W3017093935 @default.
- W4285248859 doi "https://doi.org/10.1109/lnet.2022.3186589" @default.
- W4285248859 hasPublicationYear "2022" @default.
- W4285248859 type Work @default.
- W4285248859 citedByCount "6" @default.
- W4285248859 countsByYear W42852488592022 @default.
- W4285248859 countsByYear W42852488592023 @default.
- W4285248859 crossrefType "journal-article" @default.
- W4285248859 hasAuthorship W4285248859A5041092244 @default.
- W4285248859 hasAuthorship W4285248859A5050276225 @default.
- W4285248859 hasAuthorship W4285248859A5065420504 @default.
- W4285248859 hasBestOaLocation W42852488591 @default.
- W4285248859 hasConcept C119857082 @default.
- W4285248859 hasConcept C124101348 @default.
- W4285248859 hasConcept C127313418 @default.
- W4285248859 hasConcept C153083717 @default.
- W4285248859 hasConcept C154945302 @default.
- W4285248859 hasConcept C158251709 @default.
- W4285248859 hasConcept C169258074 @default.
- W4285248859 hasConcept C17409809 @default.
- W4285248859 hasConcept C199360897 @default.
- W4285248859 hasConcept C35525427 @default.
- W4285248859 hasConcept C41008148 @default.
- W4285248859 hasConcept C43521106 @default.
- W4285248859 hasConcept C46686674 @default.
- W4285248859 hasConcept C70153297 @default.
- W4285248859 hasConceptScore W4285248859C119857082 @default.
- W4285248859 hasConceptScore W4285248859C124101348 @default.
- W4285248859 hasConceptScore W4285248859C127313418 @default.
- W4285248859 hasConceptScore W4285248859C153083717 @default.
- W4285248859 hasConceptScore W4285248859C154945302 @default.
- W4285248859 hasConceptScore W4285248859C158251709 @default.
- W4285248859 hasConceptScore W4285248859C169258074 @default.
- W4285248859 hasConceptScore W4285248859C17409809 @default.
- W4285248859 hasConceptScore W4285248859C199360897 @default.
- W4285248859 hasConceptScore W4285248859C35525427 @default.
- W4285248859 hasConceptScore W4285248859C41008148 @default.
- W4285248859 hasConceptScore W4285248859C43521106 @default.
- W4285248859 hasConceptScore W4285248859C46686674 @default.
- W4285248859 hasConceptScore W4285248859C70153297 @default.
- W4285248859 hasFunder F4320320847 @default.
- W4285248859 hasIssue "3" @default.
- W4285248859 hasLocation W42852488591 @default.
- W4285248859 hasLocation W42852488592 @default.
- W4285248859 hasLocation W42852488593 @default.
- W4285248859 hasOpenAccess W4285248859 @default.
- W4285248859 hasPrimaryLocation W42852488591 @default.
- W4285248859 hasRelatedWork W1968832299 @default.
- W4285248859 hasRelatedWork W1979006554 @default.
- W4285248859 hasRelatedWork W2766514146 @default.
- W4285248859 hasRelatedWork W3121465733 @default.
- W4285248859 hasRelatedWork W4283312409 @default.
- W4285248859 hasRelatedWork W4296079469 @default.
- W4285248859 hasRelatedWork W4312821854 @default.
- W4285248859 hasRelatedWork W4313488044 @default.
- W4285248859 hasRelatedWork W4379536929 @default.
- W4285248859 hasRelatedWork W4385447970 @default.
- W4285248859 hasVolume "4" @default.
- W4285248859 isParatext "false" @default.
- W4285248859 isRetracted "false" @default.
- W4285248859 workType "article" @default.