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AndroDFA: Android Malware Classification Based on Resource Consumption

Luca Massarelli, Leonardo Aniello, Claudio Ciccotelli, Leonardo Querzoni, Daniele Ucci, Roberto Baldoni
2020 Information  
In this paper, we propose AndroDFA (DFA, detrended fluctuation analysis): an approach to Android malware family classification based on dynamic analysis of resource consumption metrics available from the  ...  The vast majority of today's mobile malware targets Android devices. An important task of malware analysis is the classification of malicious samples into known families.  ...  Other works leverage resource consumption metrics or power consumption to detect Android malware. Merlo et al.  ... 
doi:10.3390/info11060326 fatcat:7tq7isxktzeyvcqd5do7iowapu