EntropLyzer: Android Malware Classification and Characterization Using Entropy Analysis of Dynamic Characteristics
2021 Reconciling Data Analytics, Automation, Privacy, and Security: A Big Data Challenge (RDAAPS)(2021)
摘要
The unmatched threat of Android malware has tremendously increased the need for analyzing prominent malware samples. There are remarkable efforts in static and dynamic malware analysis using static features and API calls respectively. Nonetheless, there is a void to classify Android malware by analyzing its behavior using multiple dynamic characteristics. This paper proposes EntropLyzer, an entrop...
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关键词
Data privacy,Data analysis,Automation,Big Data,Malware,Entropy,Batteries
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