The Role of Machine Learning in Digital Forensics

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dc.contributor.authorQadir, Abdalbasit Mohammed
dc.contributor.authorVarol, Asaf
dc.date.accessioned2026-08-12T16:09:11Z
dc.date.issued2020
dc.departmentFırat Üniversitesi
dc.description8th International Symposium on Digital Forensics and Security, ISDFS 2020 -- 1 June 2020 through 2 June 2020 -- Beirut -- 161222
dc.description.abstractDigital forensics, as a branch of the forensic sciences, is facing new challenges from the aspect that potential digital evidence is growing and expanding. Rapid development in the fields of computer science and information technology provides innovative techniques for digital investigations. In this paper, the important role of machine learning is explained as an application of artificial intelligence, and how it can be used to analyse large amounts of diverse datasets in order to reveal any criminal behaviour and intent through learning from previous and historical activities to predict criminal behaviours in the future. © 2020 IEEE.
dc.description.sponsorshipIEEE Society
dc.identifier.doi10.1109/ISDFS49300.2020.9116298
dc.identifier.isbn978-172816939-2
dc.identifier.scopus2-s2.0-85087632060
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://doi.org/10.1109/ISDFS49300.2020.9116298
dc.identifier.urihttps://hdl.handle.net/11508/41637
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartof8th International Symposium on Digital Forensics and Security, ISDFS 2020
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_Scopus_20260511
dc.subjectComputer Science; Digital Forensics; Forensic Sciences; Machine Learning
dc.titleThe Role of Machine Learning in Digital Forensics
dc.typeConference Object

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