AndroZoo:为研究社区收集数百万Android应用程序

Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein, Yves Le Traon
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引用次数: 696

摘要

我们从几个来源收集了越来越多的Android应用程序,包括官方GooglePlay应用程序市场。我们的数据集AndroZoo目前包含超过300万个应用程序,每个应用程序都经过数十种不同的防病毒产品的分析,以了解哪些应用程序被检测为恶意软件。我们提供这个数据集是为了促进正在进行的研究工作,以及在Android应用程序上启用新的潜在研究主题。通过向研究界发布我们的数据集,我们还旨在鼓励我们的同行研究人员参与可重复的实验。
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AndroZoo: Collecting Millions of Android Apps for the Research Community
We present a growing collection of Android Applications col-lected from several sources, including the official GooglePlay app market. Our dataset, AndroZoo, currently contains more than three million apps, each of which has beenanalysed by tens of different AntiVirus products to knowwhich applications are detected as Malware. We provide thisdataset to contribute to ongoing research efforts, as well asto enable new potential research topics on Android Apps.By releasing our dataset to the research community, we alsoaim at encouraging our fellow researchers to engage in reproducible experiments.
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MSR '20: 17th International Conference on Mining Software Repositories, Seoul, Republic of Korea, 29-30 June, 2020 Who you gonna call?: analyzing web requests in Android applications Cena słońca w projektowaniu architektonicznym Multi-extract and Multi-level Dataset of Mozilla Issue Tracking History Interactive Exploration of Developer Interaction Traces using a Hidden Markov Model
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