Abstract

    Open Access Observational Study Article ID: TCSIT-6-134

    A survey of machine learning applications in digital forensics

    Hilmand Khan*, Sarmad Hanif and Bakht Muhammad

    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 fields 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 learning applications in digital forensics. We went through different applications of machine learning in different areas and analysed how machine learning can potentially be used in other areas by considering its current applications and we believe that the ideas presented here will provide promising directions in the pursuit of more powerful and successful digital forensics tools.

    Keywords:

    Published on: Apr 8, 2021 Pages: 20-24

    Full Text PDF Full Text HTML DOI: 10.17352/tcsit.000034
    CrossMark Publons Harvard Library HOLLIS Search IT Semantic Scholar Get Citation Base Search Scilit OAI-PMH ResearchGate Academic Microsoft GrowKudos Universite de Paris UW Libraries SJSU King Library SJSU King Library NUS Library McGill DET KGL BIBLiOTEK JCU Discovery Universidad De Lima WorldCat VU on WorldCat

    Global Views

    Case Reports

    Peertechz Tweets

    Pinterest on TCSIT