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Jean-Marie 'Histausse' Mineau 2025-07-29 16:23:42 +02:00
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4_class_loader/4_in_the_wild.typ
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In this section, we evaluate in the wild if applications that can be found in the Play store or other markets use one of the shadow techniques.
Our goal is to explore the usage of shadow techniques in real applications.
Because we want to include malicious applications (in case such techniques would be used to hide malicious code), we selected #num(50000) applications randomly from AndroZoo@allixAndroZooCollectingMillions2016 that appeared in 2023.
Because we want to include malicious applications (in case such techniques would be used to hide malicious code), we selected #num(50000) applications randomly from AndroZoo~@allixAndroZooCollectingMillions2016 that appeared in 2023.
Malicious applications are spot in our dataset by using a threshold of 3 over the number of antivirus reporting an application as a malware.
Some few applications over the total cannot be retrieved or parsed leading to a final dataset of #nbapk applications.
We automatically disassembled the applications to obtain the list of included classes.