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Lightweight transformer models for scalable phishing email detection: A comparative study of ALBERT and TinyBERT on a balanced email corpus.

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Title: Lightweight transformer models for scalable phishing email detection: A comparative study of ALBERT and TinyBERT on a balanced email corpus.
Authors: Atanda, Oladayo1, Aworinde, Halleluyah2, halleluyaha@dut.ac.za, van Niekerk, Brett2
Source: International Journal of Innovative Research & Scientific Studies; 2026, Vol. 9 Issue 2, p10-20, 11p
Database: Applied Science & Technology Source
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  Availability: 0
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DbLabel: Applied Science & Technology Source
An: 192339827
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Innovative+Research+%26+Scientific+Studies%22">International Journal of Innovative Research & Scientific Studies</searchLink>; 2026, Vol. 9 Issue 2, p10-20, 11p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=192339827
RecordInfo BibRecord:
  BibEntity:
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      – Type: doi
        Value: 10.53894/ijirss.v9i2.11225
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      – Code: eng
        Text: English
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      Pagination:
        PageCount: 11
        StartPage: 10
    Titles:
      – TitleFull: Lightweight transformer models for scalable phishing email detection: A comparative study of ALBERT and TinyBERT on a balanced email corpus.
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            NameFull: Atanda, Oladayo
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            NameFull: Aworinde, Halleluyah
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            NameFull: van Niekerk, Brett
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            – D: 01
              M: 04
              Text: 2026
              Type: published
              Y: 2026
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              Value: 9
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              Value: 2
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            – TitleFull: International Journal of Innovative Research & Scientific Studies
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