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We address the role of machine learning in digital forensics in this paper, in order to have a better understanding of where machine learning stand in today's cyber security domain when it comes to collecting digital evidence. We started by talking about Digital Forensics and its past. Then, to illustrate the fi elds of digital forensics where machine learning methods have been used to date, we recommend a brief literature review. The aim of this paper is to promote machine learningdoi:10.17352/tcsit.000034 fatcat:aozm5wnp2vbgpbf2ptof4pljhy