A three-way decision making approach to malware analysis using probabilistic rough sets

•We employ three-way decisions approach to malware analysis using probabilistic rough sets.•Architecture for malware analysis based on three-way decisions is proposed.•Experimental results on UNM dataset advocates for the use of three-way decisions in malware analysis. Malware analysis aims to ident...

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Veröffentlicht in:	Information sciences 2016-12, Vol.374, p.193-209
Hauptverfasser:	Nauman, Mohammad, Azam, Nouman, Yao, JingTao
Format:	Artikel
Sprache:	eng
Schlagworte:	Architecture Classification Decision analysis Decision making Game-theoretic rough sets Information-theoretic rough sets Malware Malware analysis Probabilistic methods Probabilistic rough sets Probability theory Rejection Three-way decisions
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