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MD-CGM: Malicious traffic detection model based on CycleGAN and multi-head self-attetion mechanism.

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Title: MD-CGM: Malicious traffic detection model based on CycleGAN and multi-head self-attetion mechanism.
Authors: Cai, Saihua1,2 (AUTHOR) caisaih@ujs.edu.cn, Zhao, Yige1,2 (AUTHOR) 2212408032@stmail.ujs.edu.cn, Zhao, Wenjun1,2 (AUTHOR) 2222208077@stmail.ujs.edu.cn, Chen, Jinfu1,2 (AUTHOR) jinfuchen@ujs.edu.cn, Wang, Shengran1,2 (AUTHOR) shrwang@stmail.ujs.edu.cn, Gu, Bingbing1 (AUTHOR) 3230613060@stmail.ujs.edu.cn
Source: Future Generation Computer Systems. Aug2026, Vol. 181, pN.PAG-N.PAG. 1p.
Database: Business Source Ultimate
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Header DbId: bsu
DbLabel: Business Source Ultimate
An: 192082566
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: MD-CGM: Malicious traffic detection model based on CycleGAN and multi-head self-attetion mechanism.
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  Data: <searchLink fieldCode="AR" term="%22Cai%2C+Saihua%22">Cai, Saihua</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> caisaih@ujs.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Zhao%2C+Yige%22">Zhao, Yige</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> 2212408032@stmail.ujs.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Zhao%2C+Wenjun%22">Zhao, Wenjun</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> 2222208077@stmail.ujs.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Chen%2C+Jinfu%22">Chen, Jinfu</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> jinfuchen@ujs.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Wang%2C+Shengran%22">Wang, Shengran</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> shrwang@stmail.ujs.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Gu%2C+Bingbing%22">Gu, Bingbing</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> 3230613060@stmail.ujs.edu.cn</i>
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  Data: <searchLink fieldCode="JN" term="%22Future+Generation+Computer+Systems%22">Future Generation Computer Systems</searchLink>. Aug2026, Vol. 181, pN.PAG-N.PAG. 1p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=bsu&AN=192082566
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1016/j.future.2026.108421
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      – Code: eng
        Text: English
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      Pagination:
        PageCount: 1
        StartPage: N.PAG
    Titles:
      – TitleFull: MD-CGM: Malicious traffic detection model based on CycleGAN and multi-head self-attetion mechanism.
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            NameFull: Cai, Saihua
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            NameFull: Zhao, Yige
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            NameFull: Zhao, Wenjun
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            NameFull: Chen, Jinfu
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            NameFull: Wang, Shengran
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            NameFull: Gu, Bingbing
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          Dates:
            – D: 01
              M: 08
              Text: Aug2026
              Type: published
              Y: 2026
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              Value: 181
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