On the Impact of Sample Duplication in Machine Learning based Android Malware Detection

Reference : On the Impact of Sample Duplication in Machine Learning based Android Malware Detection


	Document type :	Scientific journals : Article
	Discipline(s) :	Engineering, computing & technology : Computer science
	Focus Areas :	Security, Reliability and Trust
	To cite this reference:	http://hdl.handle.net/10993/49372

Title :	On the Impact of Sample Duplication in Machine Learning based Android Malware Detection
Language :	English
Author, co-author :	Zhao, Yanjie [Monash University]
	Li, Li [Monash University]
	Wang, Haoyu [Beijing University of Posts and Telecommunications]
	Cai, Haipeng [Washington State University]
	Bissyande, Tegawendé François D Assise [University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > TruX >]
	Klein, Jacques [University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > TruX >]
	Grundy, John [Monash University]
Publication date :	Jul-2021
Journal title :	ACM Transactions on Software Engineering and Methodology
Publisher :	Association for Computing Machinery (ACM)
Volume :	30
Issue/season :	3
Pages :	1-38
Peer reviewed :	Yes
Audience :	International
ISSN :	1049-331X
Country :	United States
Funders :	Fonds National de la Recherche - FnR ; European Commission - EC
Permalink :	http://hdl.handle.net/10993/49372
FnR project :	FnR ; FNR11693861 > Jacques Klein > CHARACTERIZE > Characterization Of Malicious Code In Mobile Apps: Towards Accurate And Explainable Malware Detection > 01/06/2018 > 31/12/2021 > 2017

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	File	Commentary	Version	Size	Access
Open access	2021-yanjie-TOSEM-sampleDuplication.pdf		Publisher postprint	1.59 MB	View/Open

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