Matches in SemOpenAlex for { <https://semopenalex.org/work/W4318002976> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W4318002976 abstract "Since Mirai malware first appeared in 2016, different variants have been created. The variants infect Internet of Things (IoT) devices such as home routers and webcams. The scale of DDoS attacks using Mirai-infected IoT devices has exceeded 600 Gbps. There has been a lot of researches on intrusion detection methods using machine learning for IoT networks. However, the existing method needs a lot of computational resources. Therefore, it is difficult to run such intrusion detection systems on resource-limited IoT gateways. In this research, we focus on the communication behavior of IoT devices, such as periodic communication with a specific server during benign operations. We propose a new intrusion detection method that represents the communication behavior of each host using multiple entropy features such as destination port number, source port number, and transmission time interval. The proposed method can achieve performance comparable to the existing intrusion detection method even if using a lightweight machine learning algorithm with fewer features. The evaluation of the results shows that the proposed method can reduce the detection processing time by 28.7 ms and memory usage by up to 331 MiB compared to the existing method, and the proposed method can achieve a detection accuracy of 99.8%, which is almost the same as the existing method." @default.
- W4318002976 created "2023-01-26" @default.
- W4318002976 creator A5020806146 @default.
- W4318002976 creator A5042238022 @default.
- W4318002976 creator A5052222187 @default.
- W4318002976 creator A5071024425 @default.
- W4318002976 creator A5071750386 @default.
- W4318002976 date "2022-12-18" @default.
- W4318002976 modified "2023-09-27" @default.
- W4318002976 title "Lightweight Intrusion Detection Using Multiple Entropies of Traffic Behavior in IoT Networks" @default.
- W4318002976 cites W2678934292 @default.
- W4318002976 cites W2922140331 @default.
- W4318002976 cites W2963748489 @default.
- W4318002976 cites W3009195050 @default.
- W4318002976 cites W3014810737 @default.
- W4318002976 cites W3094149426 @default.
- W4318002976 cites W3179240416 @default.
- W4318002976 doi "https://doi.org/10.1109/gcaiot57150.2022.10019223" @default.
- W4318002976 hasPublicationYear "2022" @default.
- W4318002976 type Work @default.
- W4318002976 citedByCount "0" @default.
- W4318002976 crossrefType "proceedings-article" @default.
- W4318002976 hasAuthorship W4318002976A5020806146 @default.
- W4318002976 hasAuthorship W4318002976A5042238022 @default.
- W4318002976 hasAuthorship W4318002976A5052222187 @default.
- W4318002976 hasAuthorship W4318002976A5071024425 @default.
- W4318002976 hasAuthorship W4318002976A5071750386 @default.
- W4318002976 hasConcept C106301342 @default.
- W4318002976 hasConcept C110875604 @default.
- W4318002976 hasConcept C111919701 @default.
- W4318002976 hasConcept C119599485 @default.
- W4318002976 hasConcept C121332964 @default.
- W4318002976 hasConcept C127413603 @default.
- W4318002976 hasConcept C149635348 @default.
- W4318002976 hasConcept C154945302 @default.
- W4318002976 hasConcept C31258907 @default.
- W4318002976 hasConcept C32802771 @default.
- W4318002976 hasConcept C35525427 @default.
- W4318002976 hasConcept C38652104 @default.
- W4318002976 hasConcept C38822068 @default.
- W4318002976 hasConcept C41008148 @default.
- W4318002976 hasConcept C541664917 @default.
- W4318002976 hasConcept C62520636 @default.
- W4318002976 hasConcept C79403827 @default.
- W4318002976 hasConcept C81860439 @default.
- W4318002976 hasConcept C93996380 @default.
- W4318002976 hasConceptScore W4318002976C106301342 @default.
- W4318002976 hasConceptScore W4318002976C110875604 @default.
- W4318002976 hasConceptScore W4318002976C111919701 @default.
- W4318002976 hasConceptScore W4318002976C119599485 @default.
- W4318002976 hasConceptScore W4318002976C121332964 @default.
- W4318002976 hasConceptScore W4318002976C127413603 @default.
- W4318002976 hasConceptScore W4318002976C149635348 @default.
- W4318002976 hasConceptScore W4318002976C154945302 @default.
- W4318002976 hasConceptScore W4318002976C31258907 @default.
- W4318002976 hasConceptScore W4318002976C32802771 @default.
- W4318002976 hasConceptScore W4318002976C35525427 @default.
- W4318002976 hasConceptScore W4318002976C38652104 @default.
- W4318002976 hasConceptScore W4318002976C38822068 @default.
- W4318002976 hasConceptScore W4318002976C41008148 @default.
- W4318002976 hasConceptScore W4318002976C541664917 @default.
- W4318002976 hasConceptScore W4318002976C62520636 @default.
- W4318002976 hasConceptScore W4318002976C79403827 @default.
- W4318002976 hasConceptScore W4318002976C81860439 @default.
- W4318002976 hasConceptScore W4318002976C93996380 @default.
- W4318002976 hasLocation W43180029761 @default.
- W4318002976 hasOpenAccess W4318002976 @default.
- W4318002976 hasPrimaryLocation W43180029761 @default.
- W4318002976 hasRelatedWork W2115282466 @default.
- W4318002976 hasRelatedWork W2122094909 @default.
- W4318002976 hasRelatedWork W2360347973 @default.
- W4318002976 hasRelatedWork W2618984630 @default.
- W4318002976 hasRelatedWork W2787083373 @default.
- W4318002976 hasRelatedWork W2788455797 @default.
- W4318002976 hasRelatedWork W3043172660 @default.
- W4318002976 hasRelatedWork W4225146958 @default.
- W4318002976 hasRelatedWork W4292079362 @default.
- W4318002976 hasRelatedWork W2514578026 @default.
- W4318002976 isParatext "false" @default.
- W4318002976 isRetracted "false" @default.
- W4318002976 workType "article" @default.