Matches in SemOpenAlex for { <https://semopenalex.org/work/W4321608697> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W4321608697 endingPage "291" @default.
- W4321608697 startingPage "281" @default.
- W4321608697 abstract "In today’s digital world, the Internet connects many apps and gadgets. This advancement is beneficial in many aspects, but on the other hand, it provides more chances for attackers to explore and exploit vulnerabilities. There is a rapid increase in cyberattack; due to this, there is a need for a self-adaptable defense mechanism system that evolves continually. The classic machine learning-based model fails to meet this condition since it is incapable of continuous learning. Specifically, neural network (NN)-based model suffers from catastrophic forgetting (CF). In this work, we implemented continual learning (CL) algorithm on the network dataset for a class incremental learning scenario. We have implemented three CL approaches, namely regularization (EWC, SI), rehearsal (replay, GEM), and hybrid on the benchmark dataset. Our findings suggest that rehearsal-based methods have comparable performance." @default.
- W4321608697 created "2023-02-24" @default.
- W4321608697 creator A5052776282 @default.
- W4321608697 creator A5076987603 @default.
- W4321608697 creator A5077747165 @default.
- W4321608697 date "2023-01-01" @default.
- W4321608697 modified "2023-10-18" @default.
- W4321608697 title "Study of Class Incremental Learning Strategies for Intrusion Detection System" @default.
- W4321608697 cites W1682403713 @default.
- W4321608697 cites W2560647685 @default.
- W4321608697 cites W2914715487 @default.
- W4321608697 cites W2936845163 @default.
- W4321608697 cites W2963072899 @default.
- W4321608697 cites W2963788399 @default.
- W4321608697 cites W3030364939 @default.
- W4321608697 cites W3042642865 @default.
- W4321608697 cites W3173681440 @default.
- W4321608697 cites W3208192069 @default.
- W4321608697 cites W4205231125 @default.
- W4321608697 doi "https://doi.org/10.1007/978-981-19-7524-0_25" @default.
- W4321608697 hasPublicationYear "2023" @default.
- W4321608697 type Work @default.
- W4321608697 citedByCount "0" @default.
- W4321608697 crossrefType "book-chapter" @default.
- W4321608697 hasAuthorship W4321608697A5052776282 @default.
- W4321608697 hasAuthorship W4321608697A5076987603 @default.
- W4321608697 hasAuthorship W4321608697A5077747165 @default.
- W4321608697 hasConcept C119857082 @default.
- W4321608697 hasConcept C13280743 @default.
- W4321608697 hasConcept C138885662 @default.
- W4321608697 hasConcept C154945302 @default.
- W4321608697 hasConcept C165696696 @default.
- W4321608697 hasConcept C185798385 @default.
- W4321608697 hasConcept C205649164 @default.
- W4321608697 hasConcept C2776135515 @default.
- W4321608697 hasConcept C2777212361 @default.
- W4321608697 hasConcept C35525427 @default.
- W4321608697 hasConcept C38652104 @default.
- W4321608697 hasConcept C41008148 @default.
- W4321608697 hasConcept C41895202 @default.
- W4321608697 hasConcept C50644808 @default.
- W4321608697 hasConcept C7149132 @default.
- W4321608697 hasConceptScore W4321608697C119857082 @default.
- W4321608697 hasConceptScore W4321608697C13280743 @default.
- W4321608697 hasConceptScore W4321608697C138885662 @default.
- W4321608697 hasConceptScore W4321608697C154945302 @default.
- W4321608697 hasConceptScore W4321608697C165696696 @default.
- W4321608697 hasConceptScore W4321608697C185798385 @default.
- W4321608697 hasConceptScore W4321608697C205649164 @default.
- W4321608697 hasConceptScore W4321608697C2776135515 @default.
- W4321608697 hasConceptScore W4321608697C2777212361 @default.
- W4321608697 hasConceptScore W4321608697C35525427 @default.
- W4321608697 hasConceptScore W4321608697C38652104 @default.
- W4321608697 hasConceptScore W4321608697C41008148 @default.
- W4321608697 hasConceptScore W4321608697C41895202 @default.
- W4321608697 hasConceptScore W4321608697C50644808 @default.
- W4321608697 hasConceptScore W4321608697C7149132 @default.
- W4321608697 hasLocation W43216086971 @default.
- W4321608697 hasOpenAccess W4321608697 @default.
- W4321608697 hasPrimaryLocation W43216086971 @default.
- W4321608697 hasRelatedWork W2155224723 @default.
- W4321608697 hasRelatedWork W3118161807 @default.
- W4321608697 hasRelatedWork W4224329779 @default.
- W4321608697 hasRelatedWork W4225545462 @default.
- W4321608697 hasRelatedWork W4226248515 @default.
- W4321608697 hasRelatedWork W4285337355 @default.
- W4321608697 hasRelatedWork W4285390114 @default.
- W4321608697 hasRelatedWork W4292002663 @default.
- W4321608697 hasRelatedWork W4295936673 @default.
- W4321608697 hasRelatedWork W1629725936 @default.
- W4321608697 isParatext "false" @default.
- W4321608697 isRetracted "false" @default.
- W4321608697 workType "book-chapter" @default.