Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387609100> ?p ?o ?g. }
Showing items 1 to 62 of
62
with 100 items per page.
- W4387609100 endingPage "1" @default.
- W4387609100 startingPage "1" @default.
- W4387609100 abstract "This letter proposes an Intrusion Detection System (IDS) for the MIL-STD-1553 serial bus protocol, which is used in the aerospace systems. This letter proposes a novel encoding scheme to transform all the traffic data of MIL-STD-1553 including header, payload and time of packet transmission to binary images, which are given as an input to a Convolutional Neural Network (CNN). The encoding scheme is based on a quantization parameter Qb, which must be tuned to support the optimal attack detection performance of the algorithm. Then, this paper proposes a pre-processing adaptive step before the application of CNN to select the optimal value of Qb. The proposed approach is applied on a recently published cybersecurity data set of MIL-STD-1553 traffic, where it achieves a detection accuracy of 99.31 %." @default.
- W4387609100 created "2023-10-14" @default.
- W4387609100 creator A5006463391 @default.
- W4387609100 creator A5085279545 @default.
- W4387609100 date "2023-01-01" @default.
- W4387609100 modified "2023-10-14" @default.
- W4387609100 title "Intrusion Detection System for MIL-STD-1553 Based on Convolutional Neural Networks With Binary Images and Adaptive Quantization" @default.
- W4387609100 doi "https://doi.org/10.1109/lnet.2023.3324508" @default.
- W4387609100 hasPublicationYear "2023" @default.
- W4387609100 type Work @default.
- W4387609100 citedByCount "0" @default.
- W4387609100 crossrefType "journal-article" @default.
- W4387609100 hasAuthorship W4387609100A5006463391 @default.
- W4387609100 hasAuthorship W4387609100A5085279545 @default.
- W4387609100 hasConcept C11413529 @default.
- W4387609100 hasConcept C125411270 @default.
- W4387609100 hasConcept C134066672 @default.
- W4387609100 hasConcept C154945302 @default.
- W4387609100 hasConcept C158379750 @default.
- W4387609100 hasConcept C28855332 @default.
- W4387609100 hasConcept C31258907 @default.
- W4387609100 hasConcept C33923547 @default.
- W4387609100 hasConcept C35525427 @default.
- W4387609100 hasConcept C41008148 @default.
- W4387609100 hasConcept C48105269 @default.
- W4387609100 hasConcept C48372109 @default.
- W4387609100 hasConcept C79403827 @default.
- W4387609100 hasConcept C81363708 @default.
- W4387609100 hasConcept C94375191 @default.
- W4387609100 hasConceptScore W4387609100C11413529 @default.
- W4387609100 hasConceptScore W4387609100C125411270 @default.
- W4387609100 hasConceptScore W4387609100C134066672 @default.
- W4387609100 hasConceptScore W4387609100C154945302 @default.
- W4387609100 hasConceptScore W4387609100C158379750 @default.
- W4387609100 hasConceptScore W4387609100C28855332 @default.
- W4387609100 hasConceptScore W4387609100C31258907 @default.
- W4387609100 hasConceptScore W4387609100C33923547 @default.
- W4387609100 hasConceptScore W4387609100C35525427 @default.
- W4387609100 hasConceptScore W4387609100C41008148 @default.
- W4387609100 hasConceptScore W4387609100C48105269 @default.
- W4387609100 hasConceptScore W4387609100C48372109 @default.
- W4387609100 hasConceptScore W4387609100C79403827 @default.
- W4387609100 hasConceptScore W4387609100C81363708 @default.
- W4387609100 hasConceptScore W4387609100C94375191 @default.
- W4387609100 hasLocation W43876091001 @default.
- W4387609100 hasOpenAccess W4387609100 @default.
- W4387609100 hasPrimaryLocation W43876091001 @default.
- W4387609100 hasRelatedWork W1866537546 @default.
- W4387609100 hasRelatedWork W2171597999 @default.
- W4387609100 hasRelatedWork W2379752180 @default.
- W4387609100 hasRelatedWork W2519240373 @default.
- W4387609100 hasRelatedWork W3044308011 @default.
- W4387609100 hasRelatedWork W3193978431 @default.
- W4387609100 hasRelatedWork W3200508093 @default.
- W4387609100 hasRelatedWork W4372053344 @default.
- W4387609100 hasRelatedWork W630850086 @default.
- W4387609100 hasRelatedWork W2189136227 @default.
- W4387609100 isParatext "false" @default.
- W4387609100 isRetracted "false" @default.
- W4387609100 workType "article" @default.