2016 · 787 citations · 5 references
ComputingCybersecurityInformation TechnologyMalware AnalysisMobile ComputingMobile SecurityBehavioral AnalysisMalware ClassificationMalware IntelligenceMobile Application VulnerabilitiesMobile Device SecurityTrojan AnalysisAndroid Application AnalysisAndroid Malware AnalysisAndroid Malware ClassificationMalicious App ClassificationMalicious App DetectionMalicious Behavior AnalysisMobile MalwareMobile Malware Detection
We present a growing collection of Android Applications collected from several sources, including the official Google Play app market. Our dataset, AndroZoo, currently contains more than three million apps, each of which has been analysed by tens of different Antivirus products to know which applications are detected as Malware. We provide this dataset to contribute to ongoing research efforts, as well as to enable new potential research topics on Android Apps. By releasing our dataset to the research community, we also aim at encouraging our fellow researchers to engage in reproducible experiments.
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Dissecting Android Malware: Characterization and Evolution
Yajin Zhou, Xuxian Jiang · 2012 · 2.1K citations
Tracking the Software Quality of Android Applications Along Their Evolution (T)
G. Hecht, Omar Benomar, Romain Rouvoy et al. · 2015 · 110 citations