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Jean-Marie Mineau 2025-10-07 17:16:32 +02:00
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@ -341,7 +341,7 @@ Two datasets are used in the experiments of this section.
The first one is *Drebin*~@Arp2014, from which we extracted the malware part (5479 samples that we could retrieve) for comparison purposes only.
It is a well-known and very old dataset that should not be used anymore because it contains temporal and spatial biases~@Pendlebury2018.
We intend to compare the rate of success on this old dataset with a more recent one.
The second one, *Rasta*, we built to cover all dates between 2010 and 2023.
The second one, *RASTA* (Reusability of Android Static Tools and Analysis), we built to cover all dates between 2010 and 2023.
This dataset is a random extract of Androzoo~@allixAndroZooCollectingMillions2016, for which we balanced applications between years and size.
For each year and inter-decile range of size in Androzoo, 500 applications have been extracted with an arbitrary proportion of 7% of malware.
This ratio has been chosen because it is the ratio of goodware/malware that we observed when performing a raw extract of Androzoo.