Matches in SemOpenAlex for { <https://semopenalex.org/work/W4200254367> ?p ?o ?g. }
Showing items 1 to 66 of
66
with 100 items per page.
- W4200254367 abstract "Cyber-attacks and threats are growing fast in the Internet of Things (IoT) infrastructure as applications in smart cities gain momentum. Usually, IoT devices communicate via machine-to-machine protocols such as Message Queuing Telemetry Transport (MQTT). Due to the heterogeneous structure in IoT and the absence of security by design methodologies, security mechanisms in environments with MQTT traffic are needed, and they can be deployed as Intrusion Detection Systems (IDS). This paper proposes a Deep Learning (DL) based Network IDS trained using a public dataset containing MQTT attacks. We assess the proposal using standard performance metrics such as accuracy, precision, recall, F1-score, and weighted average. When evaluating the performance of our DL-based Network IDS, it obtained, in average, 97.09% of accuracy and an F1-score equal to 98.33% in the detection of MQTT attacks. Another important contribution of our work is the sharing of the experiments on GitHub, which guarantees the reproducibility of the research." @default.
- W4200254367 created "2021-12-31" @default.
- W4200254367 creator A5006191190 @default.
- W4200254367 creator A5018404882 @default.
- W4200254367 creator A5019306078 @default.
- W4200254367 creator A5067928085 @default.
- W4200254367 date "2021-11-17" @default.
- W4200254367 modified "2023-10-17" @default.
- W4200254367 title "A Network Intrusion Detection System using Deep Learning against MQTT Attacks in IoT" @default.
- W4200254367 cites W2576683119 @default.
- W4200254367 cites W2761800654 @default.
- W4200254367 cites W2775103799 @default.
- W4200254367 cites W2904850375 @default.
- W4200254367 cites W3004096956 @default.
- W4200254367 cites W3013275963 @default.
- W4200254367 cites W3020687048 @default.
- W4200254367 cites W3033675321 @default.
- W4200254367 cites W3043579230 @default.
- W4200254367 cites W3096448935 @default.
- W4200254367 cites W3135725526 @default.
- W4200254367 cites W3164531790 @default.
- W4200254367 cites W3217284878 @default.
- W4200254367 doi "https://doi.org/10.1109/latincom53176.2021.9647850" @default.
- W4200254367 hasPublicationYear "2021" @default.
- W4200254367 type Work @default.
- W4200254367 citedByCount "7" @default.
- W4200254367 countsByYear W42002543672022 @default.
- W4200254367 countsByYear W42002543672023 @default.
- W4200254367 crossrefType "proceedings-article" @default.
- W4200254367 hasAuthorship W4200254367A5006191190 @default.
- W4200254367 hasAuthorship W4200254367A5018404882 @default.
- W4200254367 hasAuthorship W4200254367A5019306078 @default.
- W4200254367 hasAuthorship W4200254367A5067928085 @default.
- W4200254367 hasConcept C132868160 @default.
- W4200254367 hasConcept C182590292 @default.
- W4200254367 hasConcept C26324664 @default.
- W4200254367 hasConcept C31258907 @default.
- W4200254367 hasConcept C35525427 @default.
- W4200254367 hasConcept C38652104 @default.
- W4200254367 hasConcept C41008148 @default.
- W4200254367 hasConcept C81860439 @default.
- W4200254367 hasConceptScore W4200254367C132868160 @default.
- W4200254367 hasConceptScore W4200254367C182590292 @default.
- W4200254367 hasConceptScore W4200254367C26324664 @default.
- W4200254367 hasConceptScore W4200254367C31258907 @default.
- W4200254367 hasConceptScore W4200254367C35525427 @default.
- W4200254367 hasConceptScore W4200254367C38652104 @default.
- W4200254367 hasConceptScore W4200254367C41008148 @default.
- W4200254367 hasConceptScore W4200254367C81860439 @default.
- W4200254367 hasFunder F4320321091 @default.
- W4200254367 hasLocation W42002543671 @default.
- W4200254367 hasOpenAccess W4200254367 @default.
- W4200254367 hasPrimaryLocation W42002543671 @default.
- W4200254367 hasRelatedWork W2618984630 @default.
- W4200254367 hasRelatedWork W2807530277 @default.
- W4200254367 hasRelatedWork W2955250252 @default.
- W4200254367 hasRelatedWork W3013275963 @default.
- W4200254367 hasRelatedWork W3134703581 @default.
- W4200254367 hasRelatedWork W3197919516 @default.
- W4200254367 hasRelatedWork W4205275965 @default.
- W4200254367 hasRelatedWork W4220939727 @default.
- W4200254367 hasRelatedWork W4313307674 @default.
- W4200254367 hasRelatedWork W4385485225 @default.
- W4200254367 isParatext "false" @default.
- W4200254367 isRetracted "false" @default.
- W4200254367 workType "article" @default.