High Accuracy Android Malware Detection Using Ensemble Learning

作者: Suleiman Y. Yerima , Igor Muttik , Sakir Sezer

DOI: 10.1049/IET-IFS.2014.0099

关键词: Ensemble learningComputer scienceMalwareFeature vectorArtificial intelligenceAndroid malwareAndroid (operating system)Machine learningStatic analysis

摘要: … In order to obtain the features used in the machine learning-based detection, an extended version of our Java-based APK analysis tool described in [20] was used. As shown in Fig. 1, …

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