Matches in SemOpenAlex for { <https://semopenalex.org/work/W4211036293> ?p ?o ?g. }
Showing items 1 to 66 of
66
with 100 items per page.
- W4211036293 abstract "The data preprocess directly affects the classification results in various applications. In the field of intrusion detection, less research raised the problems or solutions of unequal metrics in data attributes. This study proposes an effective data preprocessing method for network packets with unequal metrics in packet attributes. A standard deviation standardization was first applied to standardize each attribute of KDDCUP'99 dataset, followed by quantizing it to the range of 0 to 255 interval for afterward use of the image. Meanwhile, the Zigzag arrangement coding and IDCT (Inverse Discrete Cosine Transform) were then used to convert the quantized data into images. Experimental results demonstrate that a more than 94% recall rate of the overall intrusion detection classifier can be yielded by the proposed preprocess method even without a complicated network model. Meanwhile, intrusion detection performance can be guaranteed by using small-size images of packet attributes." @default.
- W4211036293 created "2022-02-13" @default.
- W4211036293 creator A5033721105 @default.
- W4211036293 creator A5050234405 @default.
- W4211036293 date "2021-11-24" @default.
- W4211036293 modified "2023-09-26" @default.
- W4211036293 title "An Effective Preprocess for Deep Learning Based Intrusion Detection" @default.
- W4211036293 cites W2012568697 @default.
- W4211036293 cites W2099940443 @default.
- W4211036293 cites W2161807639 @default.
- W4211036293 cites W2564857486 @default.
- W4211036293 cites W2897202622 @default.
- W4211036293 cites W2901671482 @default.
- W4211036293 cites W2944992190 @default.
- W4211036293 cites W3001675796 @default.
- W4211036293 cites W3100321043 @default.
- W4211036293 cites W990371570 @default.
- W4211036293 doi "https://doi.org/10.1109/snpd51163.2021.9704954" @default.
- W4211036293 hasPublicationYear "2021" @default.
- W4211036293 type Work @default.
- W4211036293 citedByCount "0" @default.
- W4211036293 crossrefType "proceedings-article" @default.
- W4211036293 hasAuthorship W4211036293A5033721105 @default.
- W4211036293 hasAuthorship W4211036293A5050234405 @default.
- W4211036293 hasConcept C10551718 @default.
- W4211036293 hasConcept C111919701 @default.
- W4211036293 hasConcept C115961682 @default.
- W4211036293 hasConcept C124101348 @default.
- W4211036293 hasConcept C153180895 @default.
- W4211036293 hasConcept C154945302 @default.
- W4211036293 hasConcept C158379750 @default.
- W4211036293 hasConcept C188087704 @default.
- W4211036293 hasConcept C2221639 @default.
- W4211036293 hasConcept C31258907 @default.
- W4211036293 hasConcept C34736171 @default.
- W4211036293 hasConcept C35525427 @default.
- W4211036293 hasConcept C41008148 @default.
- W4211036293 hasConceptScore W4211036293C10551718 @default.
- W4211036293 hasConceptScore W4211036293C111919701 @default.
- W4211036293 hasConceptScore W4211036293C115961682 @default.
- W4211036293 hasConceptScore W4211036293C124101348 @default.
- W4211036293 hasConceptScore W4211036293C153180895 @default.
- W4211036293 hasConceptScore W4211036293C154945302 @default.
- W4211036293 hasConceptScore W4211036293C158379750 @default.
- W4211036293 hasConceptScore W4211036293C188087704 @default.
- W4211036293 hasConceptScore W4211036293C2221639 @default.
- W4211036293 hasConceptScore W4211036293C31258907 @default.
- W4211036293 hasConceptScore W4211036293C34736171 @default.
- W4211036293 hasConceptScore W4211036293C35525427 @default.
- W4211036293 hasConceptScore W4211036293C41008148 @default.
- W4211036293 hasLocation W42110362931 @default.
- W4211036293 hasOpenAccess W4211036293 @default.
- W4211036293 hasPrimaryLocation W42110362931 @default.
- W4211036293 hasRelatedWork W1975233362 @default.
- W4211036293 hasRelatedWork W2005364185 @default.
- W4211036293 hasRelatedWork W2024462380 @default.
- W4211036293 hasRelatedWork W2109563611 @default.
- W4211036293 hasRelatedWork W2152742912 @default.
- W4211036293 hasRelatedWork W2181357864 @default.
- W4211036293 hasRelatedWork W2184638288 @default.
- W4211036293 hasRelatedWork W2360064904 @default.
- W4211036293 hasRelatedWork W2366051640 @default.
- W4211036293 hasRelatedWork W4307482987 @default.
- W4211036293 isParatext "false" @default.
- W4211036293 isRetracted "false" @default.
- W4211036293 workType "article" @default.