Matches in SemOpenAlex for { <https://semopenalex.org/work/W2768142279> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W2768142279 abstract "Deployment of IoT devices for smart buildings and homes will offer a high level of comfortability with increased energy efficiency; but can also introduce potential cyber-attacks such as network intrusions via linked IoT devices. Due to the low-power and low-latency requirement to secure IoT network, traditional software based security system is not applicable. Instead, an embedded hardware-accelerator based data analytics is more preferred for network intrusion detection. In this paper, we propose an online sequential machine learning hardware accelerator to perform realtime network intrusion detection. A single hidden layer feedforward neural network based learning algorithm is developed with a least-squares solver realized on hardware. Experimental results on a single FPGA achieve a bandwidth of 409.6 Gbps with fast yet low-power network intrusion detection based on a number of benchmarks." @default.
- W2768142279 created "2017-12-04" @default.
- W2768142279 creator A5000387478 @default.
- W2768142279 creator A5009777347 @default.
- W2768142279 creator A5023671569 @default.
- W2768142279 creator A5078800069 @default.
- W2768142279 date "2017-10-01" @default.
- W2768142279 modified "2023-09-23" @default.
- W2768142279 title "Work-in-progress: a fast online sequential learning accelerator for IoT network intrusion detection" @default.
- W2768142279 cites W2133990480 @default.
- W2768142279 cites W2158054309 @default.
- W2768142279 cites W2346769154 @default.
- W2768142279 hasPublicationYear "2017" @default.
- W2768142279 type Work @default.
- W2768142279 sameAs 2768142279 @default.
- W2768142279 citedByCount "1" @default.
- W2768142279 countsByYear W27681422792018 @default.
- W2768142279 crossrefType "proceedings-article" @default.
- W2768142279 hasAuthorship W2768142279A5000387478 @default.
- W2768142279 hasAuthorship W2768142279A5009777347 @default.
- W2768142279 hasAuthorship W2768142279A5023671569 @default.
- W2768142279 hasAuthorship W2768142279A5078800069 @default.
- W2768142279 hasConcept C105339364 @default.
- W2768142279 hasConcept C111919701 @default.
- W2768142279 hasConcept C119857082 @default.
- W2768142279 hasConcept C149635348 @default.
- W2768142279 hasConcept C154945302 @default.
- W2768142279 hasConcept C159631557 @default.
- W2768142279 hasConcept C2777904410 @default.
- W2768142279 hasConcept C31258907 @default.
- W2768142279 hasConcept C35525427 @default.
- W2768142279 hasConcept C41008148 @default.
- W2768142279 hasConcept C42935608 @default.
- W2768142279 hasConcept C50644808 @default.
- W2768142279 hasConcept C79403827 @default.
- W2768142279 hasConceptScore W2768142279C105339364 @default.
- W2768142279 hasConceptScore W2768142279C111919701 @default.
- W2768142279 hasConceptScore W2768142279C119857082 @default.
- W2768142279 hasConceptScore W2768142279C149635348 @default.
- W2768142279 hasConceptScore W2768142279C154945302 @default.
- W2768142279 hasConceptScore W2768142279C159631557 @default.
- W2768142279 hasConceptScore W2768142279C2777904410 @default.
- W2768142279 hasConceptScore W2768142279C31258907 @default.
- W2768142279 hasConceptScore W2768142279C35525427 @default.
- W2768142279 hasConceptScore W2768142279C41008148 @default.
- W2768142279 hasConceptScore W2768142279C42935608 @default.
- W2768142279 hasConceptScore W2768142279C50644808 @default.
- W2768142279 hasConceptScore W2768142279C79403827 @default.
- W2768142279 hasLocation W27681422791 @default.
- W2768142279 hasOpenAccess W2768142279 @default.
- W2768142279 hasPrimaryLocation W27681422791 @default.
- W2768142279 hasRelatedWork W1483562942 @default.
- W2768142279 hasRelatedWork W1568392965 @default.
- W2768142279 hasRelatedWork W1725056955 @default.
- W2768142279 hasRelatedWork W2011841343 @default.
- W2768142279 hasRelatedWork W2075844100 @default.
- W2768142279 hasRelatedWork W2080400961 @default.
- W2768142279 hasRelatedWork W2161294182 @default.
- W2768142279 hasRelatedWork W2232062048 @default.
- W2768142279 hasRelatedWork W2242875313 @default.
- W2768142279 hasRelatedWork W2766603881 @default.
- W2768142279 hasRelatedWork W2784761977 @default.
- W2768142279 hasRelatedWork W2790650741 @default.
- W2768142279 hasRelatedWork W2810622717 @default.
- W2768142279 hasRelatedWork W2835960805 @default.
- W2768142279 hasRelatedWork W2901679651 @default.
- W2768142279 hasRelatedWork W2986616994 @default.
- W2768142279 hasRelatedWork W3000503379 @default.
- W2768142279 hasRelatedWork W3094544290 @default.
- W2768142279 hasRelatedWork W3103834569 @default.
- W2768142279 hasRelatedWork W3131961239 @default.
- W2768142279 isParatext "false" @default.
- W2768142279 isRetracted "false" @default.
- W2768142279 magId "2768142279" @default.
- W2768142279 workType "article" @default.