Matches in SemOpenAlex for { <https://semopenalex.org/work/W2474150305> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W2474150305 abstract "Intrusion Detection Systems (IDSs) are an important defense tool against the sophisticated and ever-growing network attacks. With this in mind, the research community has been immersed in the field of IDSs over the past years more than before. Still, assessing and comparing performance between different systems and algorithms remains one of the biggest challenges in this research area. IDSs need to be evaluated and compared against high quality datasets; nevertheless, the existing ones have become outdated or lack many essential requirements. We present the Intrusion Detection Dataset Toolkit (ID2T), an approach for creating out-of-the-box labeled datasets that contain user defined attacks. In this paper, we discuss the essential requirements needed to create synthetic, yet realistic, datasets with user defined attacks. We also present typical problems found in synthetic datasets and propose a software architecture for building tools that can cope with the most typical problems. A publicly available prototype, is implemented and evaluated. The evaluation comprises a performance analysis and a quality assessment of the generated datasets. We show that our tool can handle large amounts of network traffic and that it can generate synthetic datasets without the problems or shortcomings we identified in other datasets." @default.
- W2474150305 created "2016-07-22" @default.
- W2474150305 creator A5014972593 @default.
- W2474150305 creator A5021712397 @default.
- W2474150305 creator A5033953374 @default.
- W2474150305 creator A5083149653 @default.
- W2474150305 date "2016-04-01" @default.
- W2474150305 modified "2023-10-16" @default.
- W2474150305 title "Towards the creation of synthetic, yet realistic, intrusion detection datasets" @default.
- W2474150305 cites W1591480890 @default.
- W2474150305 cites W1772700132 @default.
- W2474150305 cites W1981738628 @default.
- W2474150305 cites W1988918299 @default.
- W2474150305 cites W1999427165 @default.
- W2474150305 cites W2031163547 @default.
- W2474150305 cites W2040333627 @default.
- W2474150305 cites W2099940443 @default.
- W2474150305 cites W2122646361 @default.
- W2474150305 cites W2183325936 @default.
- W2474150305 doi "https://doi.org/10.1109/noms.2016.7502989" @default.
- W2474150305 hasPublicationYear "2016" @default.
- W2474150305 type Work @default.
- W2474150305 sameAs 2474150305 @default.
- W2474150305 citedByCount "15" @default.
- W2474150305 countsByYear W24741503052017 @default.
- W2474150305 countsByYear W24741503052018 @default.
- W2474150305 countsByYear W24741503052019 @default.
- W2474150305 countsByYear W24741503052020 @default.
- W2474150305 countsByYear W24741503052021 @default.
- W2474150305 countsByYear W24741503052023 @default.
- W2474150305 crossrefType "proceedings-article" @default.
- W2474150305 hasAuthorship W2474150305A5014972593 @default.
- W2474150305 hasAuthorship W2474150305A5021712397 @default.
- W2474150305 hasAuthorship W2474150305A5033953374 @default.
- W2474150305 hasAuthorship W2474150305A5083149653 @default.
- W2474150305 hasBestOaLocation W24741503052 @default.
- W2474150305 hasConcept C111472728 @default.
- W2474150305 hasConcept C124101348 @default.
- W2474150305 hasConcept C127313418 @default.
- W2474150305 hasConcept C138885662 @default.
- W2474150305 hasConcept C158251709 @default.
- W2474150305 hasConcept C17409809 @default.
- W2474150305 hasConcept C199360897 @default.
- W2474150305 hasConcept C202444582 @default.
- W2474150305 hasConcept C2522767166 @default.
- W2474150305 hasConcept C2777904410 @default.
- W2474150305 hasConcept C2779530757 @default.
- W2474150305 hasConcept C33923547 @default.
- W2474150305 hasConcept C35525427 @default.
- W2474150305 hasConcept C41008148 @default.
- W2474150305 hasConcept C9652623 @default.
- W2474150305 hasConceptScore W2474150305C111472728 @default.
- W2474150305 hasConceptScore W2474150305C124101348 @default.
- W2474150305 hasConceptScore W2474150305C127313418 @default.
- W2474150305 hasConceptScore W2474150305C138885662 @default.
- W2474150305 hasConceptScore W2474150305C158251709 @default.
- W2474150305 hasConceptScore W2474150305C17409809 @default.
- W2474150305 hasConceptScore W2474150305C199360897 @default.
- W2474150305 hasConceptScore W2474150305C202444582 @default.
- W2474150305 hasConceptScore W2474150305C2522767166 @default.
- W2474150305 hasConceptScore W2474150305C2777904410 @default.
- W2474150305 hasConceptScore W2474150305C2779530757 @default.
- W2474150305 hasConceptScore W2474150305C33923547 @default.
- W2474150305 hasConceptScore W2474150305C35525427 @default.
- W2474150305 hasConceptScore W2474150305C41008148 @default.
- W2474150305 hasConceptScore W2474150305C9652623 @default.
- W2474150305 hasLocation W24741503051 @default.
- W2474150305 hasLocation W24741503052 @default.
- W2474150305 hasOpenAccess W2474150305 @default.
- W2474150305 hasPrimaryLocation W24741503051 @default.
- W2474150305 hasRelatedWork W2037496939 @default.
- W2474150305 hasRelatedWork W2355783318 @default.
- W2474150305 hasRelatedWork W2360333464 @default.
- W2474150305 hasRelatedWork W2366221835 @default.
- W2474150305 hasRelatedWork W2374211671 @default.
- W2474150305 hasRelatedWork W2385987727 @default.
- W2474150305 hasRelatedWork W2388271354 @default.
- W2474150305 hasRelatedWork W2394110669 @default.
- W2474150305 hasRelatedWork W2517190875 @default.
- W2474150305 hasRelatedWork W3036011976 @default.
- W2474150305 isParatext "false" @default.
- W2474150305 isRetracted "false" @default.
- W2474150305 magId "2474150305" @default.
- W2474150305 workType "article" @default.