Prominent Binary-Feature (Permissions) Frequencies for Android Mobile Benign Apps and Malware Datasets
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https://data.mendeley.com/datasets/ptd9fnsrtr
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The following academic datasets provided the frequencies of prominent binary-features, namely Android application permission requests* for the negative and positive classes. They are used in analyzing the dataset dissimilarities via the method proposed by Gürol Canbek.
Negative/Positive dataset pairs** and their references
- DS0 by (Lindorfer et al., 2014). (ANDRUBIS) as it is called "Touchstone Dataset" in the related article
- DS1 by (Aswini and Vinod, 2014). (Contagio)
- DS2 by (Wang et al., 2014)***
- DS3 by (Yerima et al., 2014)***
- DS4 by (Jiang and Zhou, 2013). (Android Malware Genome Project, AMGP)
- DS5 (Peng et al., 2012)
Thanks to the authors providing the data.
* https://developer.android.com/reference/android/Manifest.permission.html
** DS4 is a positive-class only dataset (it does not negative-class samples)
*** DS2 and DS3 positive-class datasets contain DS4 (AMGP) samples.
创建时间:
2020-09-04



