One step forward, two steps back: ML-based malware detection under concept drift.
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| Title: | One step forward, two steps back: ML-based malware detection under concept drift. |
|---|---|
| Authors: | Abusnaina, Ahmed1, Anwar, Afsah2, Saad, Muhammad3, Alabduljabbar, Abdulrahman4, Jang, Rhongho5, Salem, Saeed6, Mohaisen, David7, mohaisen@ucf.edu |
| Source: | Computing; Nov2025, Vol. 107 Issue 11, p1-37, 37p |
| Database: | Applied Science & Technology Source |
| FullText | Text: Availability: 0 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 188634631 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=188634631 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s00607-025-01543-7 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 37 StartPage: 1 Titles: – TitleFull: One step forward, two steps back: ML-based malware detection under concept drift. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Abusnaina, Ahmed – PersonEntity: Name: NameFull: Anwar, Afsah – PersonEntity: Name: NameFull: Saad, Muhammad – PersonEntity: Name: NameFull: Alabduljabbar, Abdulrahman – PersonEntity: Name: NameFull: Jang, Rhongho – PersonEntity: Name: NameFull: Salem, Saeed – PersonEntity: Name: NameFull: Mohaisen, David IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 11 Text: Nov2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 0010485X Numbering: – Type: volume Value: 107 – Type: issue Value: 11 Titles: – TitleFull: Computing Type: main |
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